{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Juno III - Projeto Jupiter 2023\n",
    "\n",
    "Launched at Spaceport America Cup 2023 edition.\n",
    "Projeto Jupiter is a rocket design team from the University of São Paulo, Brazil.\n",
    "Permission to use flight data given by Juliana Carloni, 2023.\n",
    "\n",
    "These results were extracted out of the flight card:\n",
    "\n",
    "1. Team number: `138`\n",
    "2. Launch date: `June 23rd, 2023. around 17hrs local time`\n",
    "3. Last simulated apogee before flight: `3026.054 m`\n",
    "4. Official recorded apogee: `3213 m`\n",
    "\n",
    "If we divided the simulation error (3213 - 3026.054) and divide by the actual\n",
    "apogee, we have a relative error of `8.08%`\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from rocketpy import Environment, Flight, Function, Rocket, SolidMotor\n",
    "from rocketpy.simulation.flight_data_importer import FlightDataImporter\n",
    "\n",
    "plt.style.use(\"seaborn-v0_8-colorblind\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "env = Environment(\n",
    "    latitude=32.939377,\n",
    "    longitude=-106.911986,\n",
    "    elevation=1480,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "env.set_date(date=(2023, 6, 23, 17), timezone=\"America/Denver\")\n",
    "\n",
    "env.set_atmospheric_model(\n",
    "    type=\"Reanalysis\",\n",
    "    file=\"../../data/weather/spaceport_america_pressure_levels_2023_hourly.nc\",\n",
    "    dictionary=\"ECMWF\",\n",
    ")\n",
    "env.max_expected_height = 6000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Gravity Details\n",
      "\n",
      "Acceleration of gravity at surface level:    9.7910 m/s²\n",
      "Acceleration of gravity at   6.000 km (ASL): 9.7771 m/s²\n",
      "\n",
      "\n",
      "Launch Site Details\n",
      "\n",
      "Launch Date: 2023-06-23 23:00:00 UTC | 2023-06-23 17:00:00 America/Denver\n",
      "Launch Site Latitude: 32.93938°\n",
      "Launch Site Longitude: -106.91199°\n",
      "Reference Datum: SIRGAS2000\n",
      "Launch Site UTM coordinates: 321254.52 W    3646188.36 N\n",
      "Launch Site UTM zone: 13S\n",
      "Launch Site Surface Elevation: 1480.0 m\n",
      "\n",
      "\n",
      "Atmospheric Model Details\n",
      "\n",
      "Atmospheric Model Type: Reanalysis\n",
      "Reanalysis Maximum Height: 6.000 km\n",
      "Reanalysis Time Period: from 2023-06-19 00:00:00 to 2023-06-24 23:00:00 utc\n",
      "Reanalysis Hour Interval: 1 hrs\n",
      "Reanalysis Latitude Range: From 36.75° to 29.0°\n",
      "Reanalysis Longitude Range: From -108.87999725341797° to -105.12999725341797°\n",
      "\n",
      "Surface Atmospheric Conditions\n",
      "\n",
      "Surface Wind Speed: 244.23 m/s\n",
      "Surface Wind Direction: 64.23°\n",
      "Surface Wind Heading: 10.77°\n",
      "Surface Pressure: 849.92 hPa\n",
      "Surface Temperature: 306.95 K\n",
      "Surface Air Density: 0.965 kg/m³\n",
      "Surface Speed of Sound: 351.22 m/s\n",
      "\n",
      "\n",
      "Earth Model Details\n",
      "\n",
      "Earth Radius at Launch site: 6371.85 km\n",
      "Semi-major Axis: 6378.14 km\n",
      "Semi-minor Axis: 6356.75 km\n",
      "Flattening: 0.0034\n",
      "\n",
      "\n",
      "Atmospheric Model Plots\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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tFT+639kfoFmFEtQN8mTQ73vZfOoaF+OS2Xshji/WnuDQpfhcPc/+qJvM+O8Mhy7FEx2fwpojMcTdTqe834Mv+pTxcuLAxXguxiUTdzvdVEBo1Cp61CvD52tOUraES7Yhqw8SVs6H5HQdp2IffGHolaYhvN2hMgPm7Gb3nTzQvKIvQT7OvL3wIMevJLLnfBxf3pkIndX3H34shmYVSjyyl6Og9kfFY69Rm1ZhFMqQ4UmiUISV8yE1Q095XxfT2HqARuW8uZWmo5yvS7aN1PJjYPMQrialMmrBQVQqeK5+IB2q+ZOUi8KhzZRNqFTgcmdztxYVSzCgechDx/E/jL+7I4teb8Knq4/z8uydpGfqKe3pRMtKfmQN43yzTUXs1Cq+Cj/F1aRU/NwcTZPn7DRqPniqGtPXn+ar8FM0KOudbQO8LGM6VcFggJELDnLrzpKrv/VvmKcxsQ/Sq0EgT327lcTUDNNEuMdZfugyw9tVKtDzCiGE0jadukbDyeuxU6vwcNJStaQ7E7pWo0fdu5u7qVQqfunXkC/XnuSdRQeJu52Or6sDDUO8H7pgxv3cHO3YGRnHz1sjSUrTUcbTife6VDUtbHG/gc3L8fbCg7SfuonUDD1bRrc2DWPqVT+IGf+dpWe9x2965uViT4dqAfxzIDrHUKIsA5qFGJdC/WU3v/ZvQL1gb356uT5jFx/i6W+3EejtxLtPVGXAr3twuHOhKPxYrKmospRlBy/zdJ3SFi1MxOOpDA/qpxJC2Kw35u6lWikPhrSu8Ni2/528yuSVx1nzVvMcY1WFEEJY1q7IOHrP2sH2sW2zXZB7mONXEnl59k42vdMal4csvfo4e87H0eOHCDa90wo3Ry0NJ/9LxLjcPX9+xN1Op82UjSwf2kxW6FOYZHkhRDbjOlfFJZdXc1LSM/miR00pGIQQohCl6TK5kpDC1/+e4okaJXP9gb1qSXfGdKrCxZu5X5RjzZEYtpw2DsXaevo645Ycpn6wF8E+LsQnp/N+l6oWKxgALt1M5sOnq0vBUARIT4MQQgghRDGycM9Fxiw+RGgpd2b1aUCAR8GG9z7K4r2X+Pa/M0THp+DtbE/TCiV4v0tVvGQlI5sjRYMQQgghhBDikWRMgRBCCCGEEOKRpGgQQgghhBBCPJIUDUIIIYQQQohHkn0acuG3iPP8uOkc126lUbWkOxO7VqN2oKfSYSli57kb/LT5HIejE7ialMaPL9ejY7UA03GDwcDU8FP8tfsiiSkZ1C/rxUfP1CCkhIupTXxyOhOWHWX98auoVNC5egATnqqW7+XfiroZ/51h7dEYzl69haNWQ91gL8Z2rkJ537sb+aRmZDJ55XGWH7pMuk5Pi4q+fPhM9WwrUkTHp/D+34eJOHcDF3s7utcrw+iOla125aLfd1xg7o4LXLqZAkBFf1febFvRtJa5nDMhioe85NBeP0awMzLnBpOtK/vyS7+GFo60aMrrZ5DZWyOZu+OCceKyiz2dq5dkdKfKNr0BZ17OYUamnu/+O8vifZeISUylXAkXxnauQquH7KNhSyRzPsbyg5f5aMVx3mpXkZXDmhFa0o0+s3dy/Vba47/ZCiVnZFK1pDuTnn7wTsk/bDrHL9vPM/mZ6vwzpClOWjv6/LyT1IxMU5u35h3gVOwtfh/QkJ9facCuyDjGLTlcWC+h0O2MjOPlxsH8PaQpvw9ohC5TT5/Zu0hOv7vp3IcrjrH+eCzfvViX+YPCiE1KZfAfe03HM/UG+v+ym4xMA4tfb8KXz9Vi0d5LfBV+SomXVChKujsyplMVlg9rxrKhTWlS3odBv+3hVGwSIOdMiOIgrzn0x5frseu9tqZ/60a0QKNW8USNkoUcedGQ1/O39EA0n605wVvtKvLvyJZ81r0mKw5d5ou1Jws58qIjr+fwy3Un+XPXBSZ2rca/I1rSu3Ewr/2+lyPRCYUcedEjRcNjzNoayfMNA3mufiAV/d2Y/EwNnOw1LNhzUenQFNG6sh+jOlamU/WAHMcMBgM/b4tkWJsKdKgWQNWS7nzVqxaxiWmsOxYLwJmrSWw6dY3PutegTpAXDcp680HXaiw/dJnYxNTCfjmF4rf+DelZP5BK/m6ElnLny561iI5P4fAl4xtQYmoGC/Zc5P0nQ2lSoQQ1ynjwRY9a7L1wk31RNwHYfPoap68mMbVXbaqV8qB1ZT9Gtq/E7xEXSNfplXx5FtMu1J/WVfwIKeFCOV9X3ulYBWd7O/ZH3ZRzJkQxkdcc6ulsj5+bo+nfltPXcdJq6FLTNouGvJ6/vRduUj/Yi6drlybQ25kWlXzpWqsUBy/GF27gRUhez+Hf+6IZ0roCrav4EeTjzMuNg2ld2Y9ZW84VcuRFjxQNj5Cu03MkOoGmFUqY7lOrVTStUIJ9F+KVC6yIuhiXwrWktGzny91RS+1AT/ZdMH6Q23chHndHO2qW8TS1aVahBGqViv1R8YUcsTKSUo09DJ7OxjWuj1xKICPTkO28VfBzpbSnk+m87b9wk8oB7tmG3rSs5EtSms505d2aZeoNLDt4mZT0TOoGeck5E6IYMEcOXbD7Ik/VKomzvXUOX32U/Jy/esFeHI5O4MCdIiHqRjL/nbxK6yq2ObQmP+cwPVOPg132j8eOWjW7z9+0ZKjFgu39FebBzeR0MvUGSrhm3+nQ19WBs9duKxRV0XXtlrGnwPcB5+vanW7Aa7fScpxPO40aTyetqY010+sNTFpxjPrBXlQOcAOM58Reo8bDSZutbQlX+/vOm/19xx1Mx6zViZhEun23nTSdHmd7DT++XI+K/m4cu5Io50yIIq6gOfTAxXhOxibxWY+algqxSMvP+Xu6dmnibqfT84ftGAyg0xvo3SiIIa0rFEbIRU5+zmGLir7M2hJJwxAfgr2d2Xb2OmuOxqCXDmopGoQoTP9beoSTMUksej1M6VCKhXIlXFn1ZnOSUnWsOnKFtxceZP6gxkqHJYQoBPN3X6RKgJvNLjySHxFnbzDjv7N8+HR1agd5cv56MpOWH2X6+tO82bai0uEVCxOeCmXsksO0nbIRlUpFsLczPesF2uyw9HtJ0fAIXs72aNSqHJNlrt1Ky3E1XYCvq3Eb+2u30vBzv7ul/bVbaYSWdL/TxiHH+dRl6olPybD6czp+6RE2nLjKgtfCKOnhZLrf19WB9Ew9CSkZ2a6cX7+Vbjonvq4OHLiYfRJW1nm05vNmb6em7J2Vt2qU8eDQpXh+3naep2qWlHMmRBFXkByanK5jxcHLjGhfyZIhFmn5OX9fhZ+kW93SPN8wCIAqAe6kZOgYt+QwQ1tXQK1WWTzuoiQ/59DH1YGZfeqTmpFJfHIG/u4OfLrmBEHezoURcpEmcxoewd5OTfXSHmw/c910n15vYPuZG9QN9lQusCIq0NsJXzcHtp+5YbovKTWDAxfjqRvsBUDdYE8SU3WmScAA28/eQG8wUCfIs7BDLhQGg4HxS4+w9mgMfw5sTOB9bzzVy3ig1aiy/Z6dvXaL6PgU03mrE+zFyZjEbG98W05fx83Bjor+rtgKvd44RlXOmRBFX0Fy6MpDV0jL1PNsndIWjrLoys/5S8nIRHVfXaC+c4fBUoEWYQX5HXTUagjwcESnN7DmSAztQ/0tHG3RJz0Nj/FqsxDeXniQGmU8qR3oweyt50lO19GzXqDSoSnidpqO8zfujgO8GJfM0csJeDrbU9rTif5NQ/hmw2nKlnAh0NuJKetO4e/uQIc7f2wV/NxoWcmXsUsOMfnZGugy9UxYdpSnapbC/57eCWvyv6VHWHrgMjP71MfFQcPVJOPcD3dHLY5aDe6OWp6rH8hHK4/j4azFzUHLhGVHqBvkSd0g4wfgFhV9qejnxoj5BxjXuSrXbqUxZd1JXg4LxsHOOtfe/mzNCVpV8qWUpxO303UsPXCZHZE3+K1/QzlnQhQTj8uhI+cfwN/DuLzyvRbsuUiHUH+8XOwf9LA2I6/nr20Vf2ZvjaRaKQ/qBHpy/sZtvgo/Rduq/mhsrJchS17P4f6om8QmphJa0oOYxFS+/vcUeoOB11qWV/JlFAlSNDzGU7VKEXc7nanhp7iWlEbVUu782r9hthVZbMmhSwm8MHOH6euPVh4HoHvdMkx5rhaDW5YjJd3YFZqYmkGDsl782q9htk1lpj1fm/FLj9J75g7UKhWdqgfwQddqhf5aCssfO6IAeP6nHdnu/6JHTXrWN75p/e/JUNSq47z+xz7jRmWVSvDhM3f3wtCoVcx+pT7v/3OEbt9vw9neju51SzPSirvub9xKY+SCg1xLSsPN0Y4qJd34rX9Dmlf0BeScCVEcPC6HRsenoLrv0vjZa7fYff4mvw+wzc3c7pXX8zesTQVUKpiy7iQxCan4uNjTtqo/ozpWVuolKC6v5zBNp+fLdaeIikvGxV5D68p+TO1VO8fCG7ZIZTAYbLHHSgghhBBCCJFLMqdBCCGEEEII8UhSNAghhBBCCCEeSYoGIYQQQgghxCNJ0SCEEEIIIYR4JCkahBBCCCGEEI8kRYMQQgghhBDikaRoyIU0XSZTw0+RpstUOpRiRc5b3sk5yx85b0IUT/K3W3ByDgtGzl/uKV40REdH89JLL+Hj44OTkxM1atRgz549puMGg4Hx48dTsmRJnJycaNeuHadPn872GHFxcfTu3Rt3d3c8PT0ZMGAAt27dytbm0KFDNG/eHEdHRwIDA/n8889zHWO6Ts+09adJ1+kL9mJtjJy3vJNzlj9y3kRBFIc8ZK3kb7fg5BwWjJy/3FO0aLh58yZNmzZFq9WyevVqjh07xpQpU/Dy8jK1+fzzz5k+fTo//PADO3fuxMXFhY4dO5Kammpq07t3b44ePUp4eDgrVqxg8+bNDBo0yHQ8MTGRDh06EBwczN69e/niiy/44IMP+Omnnwr19QohhChaJA8JIUQuGRQ0ZswYQ7NmzR56XK/XGwICAgxffPGF6b74+HiDg4OD4a+//jIYDAbDsWPHDIBh9+7dpjarV682qFQqQ3R0tMFgMBi+++47g5eXlyEtLS3bc1euXDlXcSampBuCx6wwJKak5+n12To5b3kn5yx/5LyJ/Couechayd9uwck5LBg5f7lnp2TBsmzZMjp27EjPnj3ZtGkTpUuX5o033mDgwIEAREZGEhMTQ7t27Uzf4+HhQaNGjYiIiOD5558nIiICT09P6tevb2rTrl071Go1O3fu5NlnnyUiIoIWLVpgb29vatOxY0c+++wzbt68me2KEkBaWhppaWmmr+Nvp6JLvM6lS5dwc9Ra6nRYndvpOvRpyVy+HI2LvaK/asWGnLP8Ka7nTa/XExsbS506dbCzKz5xW5OimocgZy7S6XQcP36cwMBA1GrFRxebRXH92y1K5BwWjJy/3OciRc/OuXPn+P777xk5ciTvvvsuu3fv5s0338Te3p6+ffsSExMDgL+/f7bv8/f3Nx2LiYnBz88v23E7Ozu8vb2ztQkJCcnxGFnH7n+z/uSTT5g4ceLdO1RqMOgJ/b7gr9kWVfla6QiKHzln+VNcz9uuXbto0KCB0mHYpKKah+ABuciKFde/3aJEzmHByPl7fC5StGjQ6/XUr1+fjz/+GIA6depw5MgRfvjhB/r27atYXOPGjWPkyJGmry9evEj16tXZvn07JUuWLNBjZ2RksHnzZlq0aIFWW/i9Fs/POcjlhHRm9KxCjVJuhf78oPw5KArkHBTzc3DzPKr9v6M+vhRVpvFKsMHFD33tFzFU6wmO7rl6mIsXL9KiRYscH0hF4SmqeQgKnosy0tN5Y+YaTupK0sw1msn9n0alUlky5MfHVJz/7u8jr6VosqbXAoXzeq5cuUKTJk0em4sULRpKlixJaGhotvuqVq3K4sWLAQgICAAgNjY22xtkbGwstWvXNrW5evVqtsfQ6XTExcWZvj8gIIDY2NhsbbK+zmpzLwcHBxwcHExfe3h4ABAYGEiZMmXy/DrvlZGRwbFjxyhbtqwiv8wZmtOoHeyoVK4sZQOUKxqUPAdFgZyDYngODAa4sB0ivoWTqwEDuAABtaHJMAh9BuzsH/0YD2EtQ02Ko6Kah8A8ueib3nE8NS+W7RkVOXTyFE936pir77OUYvd3/wjyWooma3otUDivJ2tI0uNykaKZqmnTppw8eTLbfadOnSI4OBiAkJAQAgICWL9+vel4YmIiO3fuJCwsDICwsDDi4+PZu3evqc2GDRvQ6/U0atTI1Gbz5s1kZGSY2oSHh1O5cuUHdglbs1tpOgBcHDQKRyJEMZGZAYcXwczWMOcJOLkKMEClTtB3Bby2GWo+l++CQSjL2vNQldqNebNsNAATNiVw9XqcxZ5LCGHdFC0aRowYwY4dO/j44485c+YMf/75Jz/99BNDhgwBQKVSMXz4cD766COWLVvG4cOH6dOnD6VKleKZZ54BjFeEOnXqxMCBA9m1axfbtm1j6NChPP/885QqVQqAF198EXt7ewYMGMDRo0eZP38+06ZNy9btawsyMvWk3VmH2M2h+FffQlhUagJs/wam1YbFA+DyfrBzhHqvwJDd8OJ8CGkOCg/3EAVjC3locN+XqW53iXiDC+/9sgKDwWDx5xRCWB9Fhyc1aNCAv//+m3HjxjFp0iRCQkL4+uuv6d27t6nN6NGjuX37NoMGDSI+Pp5mzZqxZs0aHB0dTW3mzp3L0KFDadu2LWq1mu7duzN9+nTTcQ8PD9atW8eQIUOoV68eJUqUYPz48dnW0LYFt+/0MoD0NAjxUPFRsOMH2PcbpCcZ73PxhQYDocEAcCmhbHzCrGwhD2md3PiyawhPLUkh/IYPyzZs4+m2zSz+vEII66L42lJPPvkkTz755EOPq1QqJk2axKRJkx7axtvbmz///PORz1OzZk22bNmS7zitQVKqsWhw1Kqx08gYaiEAyNRBzCGIioDILXB6HRgyjcd8q0DYEKjxHGgdH/04otiyhTxUpWEH3tz5JVOiqzJ+fQxhdW/h5+WqSCxCiOJJ8aJBFJ6EFONYWnfZa0LYsvRkiN5rLBIubIdLuyH9VvY25VpB2FAo3xZkkrKwEoP79mXtZ4s4khnE27+s5dfh3VCrZXidECJ3pGiwIVeTUgHwc3d4TEshrEhyHFzcaSwQoiLg8gHQZ2Rv4+gBgY0hqDFU6gj+1RQJVQhL0rr78nVbZ55cl8aWq47M2nCUQe2qKx2WEKKYkKLBhlxNNK4n7+cmwyyEFUuIvtuLEBUBV4/lbONWEoLCILiJ8X+/UOlREDahQsvejN/zFu/GPcEX6yMJqxJIjTIeSoclhCgGpGiwIbF3igZ/6WkQ1sJggOun7hYIFyIgISpnO5+KEBxmLBCCwsCrrKx6JGyTxo4Xuvdg8+yNrNE35M25O1kxvA0uDvJxQAjxaPIuYUNis4YnSU+DKK4yM4yTli9EGIuEqAhIvpG9jUoNATXv9iIEhYGrrzLxClEEqcq35tOqczh4tDyRN334YNlRvuhZS+mwhBBFnBQNNsQ0PEl6GkRxkZ5snKhsmrS8BzJuZ29j5whlGtwpEBpDYENwUGa3cyGKC88nxvP1mT48nzaWhXsv0aKSL0/VKqV0WEKIIkyKBhuSNRHaX3oaRFGVHAdROyBqu7E34coB0Ouyt3H0uNuDENwEStaW3ZiFyCuf8jRq0oqhm5fyTeazvLvkMLUDPQn0dlY6MiFEESVFgw2JTZTVk0TR4pR+HdWRhXBpl7E34dqJnI3cS98pEO4UCr5VZdKyEObQ4h3e2l+PbQnV2JdWibfm7WfBa2Gyj48Q4oGkaLARmXoD12+lA+DvLj0NQgEGA1w7aepFsLuwnQ6Jl+Dofe1KVMq+spFnkExaFsISnDyxazuOacs/4Yn0z9gXBdPXn2Zkh8pKRyaEKIKkaLARN26nkak3oFKBj4sM5RCFIDMDrhy8u7JR1A5IiTMdVgF61FCyFuqyTY3zEYLCwKWEcjELYWvqvkLgrllMjpnFmxnD+Pa/MzStUIJG5XyUjkwIUcRI0WAjsiZBl3B1kK5nYRnpt42Tli9EGHsTLu2BjOTsbeycoEx9CG6CrnRD1hy5QcenuqHWyi7lQihCYwedPqbr78+yWV+LRZktGD7/AKvfao6ns1xgEkLcJUWDjTDtBu0m8xmEmdy+cXfZ0wvbjb0KhszsbZy87k5aDgqDkrVMk5YNGRlkHl+lQOBCiGzKt4FKnfjg5Bz2aGpzPgHGLj7M9y/VRSVDA4UQd0jRYCPubuwm8xlEPsVH3e1FuBAB10/mbONe5u6E5eAmUKKyTFoWojjo8BGuZxozXfcZ3dWTWXM0hnm7L/JCwyClIxNCFBFSNNiIq7IbtMgLvd64klFWgRC1AxIv5WznW+We5U/vTFoWQhQ/JSpCw0HU3PEdo9z+5ZOEdkxcfpQGZb2o4Cf7ngghpGiwGVm7QfvKHg3iQXTpxuFFWUXCxR2QcjN7G7WdcXhRVi9CYGNwkcmSQliNlqPh4F8MTP6FrX7N2XLVgWF/HeDvN5rgqNUoHZ0QQmFSNNiIq3f2aJCeBgFA2q07eyPsuLvTsi4lexut892dloPDjLftXZSJVwhheU5e0Po91KtGMSVtIp2cP+f4lUQ+W3OCCU9VUzo6IYTCpGiwEVeTjMOT/KSnwTbdvn5nwvKdOQlXDj1g0rL3PZuoNYGSNUEjqxoJYVPq9YPds/C7doIvKx6m/+Gq/LLtPC0q+tK6ip/S0QkhFCRFg42IlZ4G22EwGCctZ61qFBUB10/lbOcRdHfSclCYcVM1mbQshG3T2EHHyfBHd9qc/YRX6i5jzr54Ri08yOq3muMni2kIYbOkaLABshu0ldPr4drx7JuoJUbnbOdb9W4vQnAYeJQp/FiFEEVfhXZQsQOcXsfYjO/YWXIwx68k8vbCg/zaryFqtSzDKoQtkqLBBshu0FZGlw5XDmQvElLjs7dR20GpOvfskdAYnL2ViFYIURx1mAxn1uN4egXfPNmfJ5eq2XL6OrO3RjKwRTmloxNCKECKBhsgu0EXc2lJ9+y0HPGQScsuENjgbi9C6fpg76xMvEKI4s+3EjQcCDt/oMKu9xn/xJ+8u/QYn689QeNyPtQo46F0hEKIQiZFgw2Q3aCLmVvXsu+0HHM456RlZ5+7S58GNYaAWsaxyEIIYS4tx8DBeXD1GC/Y/cfmarVYczSGN+ftZ8WwZrg4yHuOELZE/uJtgOwGXYQZDHDzfPadlm+cztnOM+huL0JQE+NGTCoZVyyEsCBnb2j9Lqwejeq/j/j01V0cvBRP5PXbfLDsKF/0rKV0hEKIQiRFgw2Q3aCLEL0erh5DHbmVepFLsJs+Gm7F5GznF3pPT0IYeJQu/FiFEKJ+f9g9C66fwnPP13zdawQvzNzBwr2XaFHJl6dqlVI6QiFEIZGiwQbEmoYnSU9DodOlweUD2XdaTk1AA5jWLlJrjZOWs3oRghoZN1kSQgilabTQ8WOY2wN2/ECjev0Y2roC0zec4d0lh6kd6Emgt8yfEsIWSNFgA7J2g/aTngbLS0uCizvvTlqO3gu61Oxt7F3Rl67PyVRvKrbtg11QI5m0LIQouiq2Ny7DeuZfCB/Pmz1/Z+uZ6+yLiueteftZ8FqYLLIhhA2QosEGZO0G7S89DeZ362r2nZZjDoNBn72Nc4l7ehEaQ0BNMvUGTq1aRYXgZqCVXZeFEEVch8lw9j84sQK7C1uY9nwDnpi2hX1R8UzfcIaR7SspHaEQwsKkaLABd3eDlqKhQAwGuBmZfdJy3Nmc7TyD785FCG4CPhVyTlrWZxROzEIIYQ5+VaDBANj1E6x9l8DXNjO5Ww3e/Gs/3244TdPyPjQq56N0lEIIC5Kiwcrduxu0DE/KI30mxB41bp6WVSTkmLSsMk5aDg67WyS4y8RAIYQVajUODs2H2COw/3e61nuFzaeusWjvJUbMP8Dqt1rg4Sw9p0JYKykarFzWbtBqlXFzN/EIujSI3nfPpOVdkJaQvY1aC6XrGocZyaRlIYQtcfY2Fg5rxsKGj6BaNyZ2rcbeCzeJvH6bsUsO8V3vuqhkOWghrJIUDVbu3t2gNWp5I88mNQEu7r5bJETvhcy07G3sXSGw4T07LdcDrZMy8QohhNIavAq7Zxv3k9kyBZf2E5n+fB26fb+N1UdimLf7Ii80DFI6SiGEBUjRYOVMu0HL0CRIir1bIERtNw49un/Ssotv9p2W/WvITstCCJFFo4WOk+HP52DHd1DvFWqUCWFUh8p8svoEE5cfpUFZLyr4uSkdqRDCzOTTkJUz7QZtaysnGQwQdy77ykZx53K28yqbfadln/Ky07IQQjxKxQ5Qvg2c3QDh46HX7wxsXo6tZ66z5fR1hv11gL/faIKjVqN0pEIIM5KiwcplDU/ys/aVk/SZxsl5WQVC1A64FXtfIxX4V787aTkoDNxLKhKuEEIUWyqVccO375vA8WVwfivqss2Y0rMWnaZt4fiVRD5bc4IJT1VTOlIhhBlJ0WDl7u4GbWXDkzJS4fI+uLDd2JtwcRekJWZvo7GHUnXv9iIENgQnT0XCFUIIq+JXFer3h92zjBOjB23Cz92RL3vWpP+cPfyy7TwtKvrSuoqf0pEKIcxEigYrd7enoZgXDSnxxsIga07C5X2QmZ69jb2bcTWjrDkJpeqC1sp7WIQQQimt3oVDC42bWh6YC3X70KaKP680Kcuc7ecZtfAgq99qbv093ULYCCkarFzWROhiN6ch8YqxByFrTkLsEcCQvY2L391ehOAw49AjtYyhFUKIQuHiA63GwNp3Yf2HEPoMOLoztnMVdpy7wYmYJN5eeJBf+zVELav3CVHsSdFg5YrFbtAGA9w4m31lo5vnc7bzLnfPpOUw49cyaVkIIZTTYKBxCda4s7D1K2j3AY5aDd+8UIenvt3KltPXmbX1HINalFc6UiFEAUnRYMXu3Q3avygNT9Lr8Eg+j3rXj3Bpp3HS8u2r9zVSQUD17EWCW4Ai4QohhHgIO3vjEqx/PQ8RM6DeK+BVlor+bvzvyVDe+/sIX6w9SVi5EtQo46F0tEKIApCiwYrduxu0j5K7QWekGDdOu9OLYHdxF63Sb8HJe9poHIwbp5kmLTcAR0kwQghR5FXqBOVawbmNxiVYn/sNgBcbBrHl1HXWHI3hzXn7WTGsGfZqRSMVQhSAFA1WTLHdoFNuGictZ61sFL0P9BmmwyogQ+2EJqQp6rJNjEVCqToyaVkIIYqjrCVYf2gGx5bC+W1QtikqlYpPu9fg4KV4Iq/f5oNlR/n4mVCloxVC5JMUDVas0HaDTrx8t0C4EAFXj5Fj0rJrgKkXIaNUfVbtvcATXZ5ErdVaNjYhhBCW51/NODRpz893lmDdCGoNns72TO1Vmxdm7mDh3ks0Le+NzEQToniSosGKZe0G7WfOlZMMBrhx5p4iYTvEX8jZzrt89pWNvELuTlrOyADVRfPFJIQQQnmt34PDiyDmEBz8C+q8BEDjcj4MbV2Bbzac4f2lxxgpnQ1CFEtSNFixrOFJBVo5KVNnTABZBULUDki+nr2NSg0BNe4WCIGNwc2/AJELIYQodlxKQMvRsO59WD8JQp8GBzcA3mpbkW1nrrMvKp7fTmt4IVOPdDQLUbxI0WDF8rUbdEYKXNpzt0i4tBvSb2Vvo3GAMvXvbKIWBmUagqO7GSMXQghRLDV8zThEKe4cbJ0KbccDYKdRM+35OnSetoXzt3TM2HiOUZ2qKhysECIvpGiwYldzs0dDyk2I2nnPTsv7s01aBsDB476dluuAXRFawlUIIUTRYGcPHT6CeS/C9m+hbl/wCgYg0NuZD7tWZcTCw3y36RwtKvvTMMRb4YCFELklRYMVuzun4Z4P+AnR9ww1ypq0fB+3kncLhKAw8AsFtayTJ4QQIhcqPwEhLSByM/w7AXrOMR16smZJ/tp4kF3X1Ayft5/Vb7XAw1nGKQlRHEjRYMWyVk/yvxwOJ7YYexPio3I29KmQvUjwKis7LQshhMgflQo6fgI/NoejfxuHLAWHmQ53D9ETm+nKhbhkxi45xHe966KSnCNEkSdFgzW5Z9Jy5vkIriX2AtT4b3kPVPHGNio1BNS8UyA0NhYJrn5KRi2EEMLaBFSHun1g7xzjEqwD/zP1WDtqYOpzNeg1cxerj8Qwb/dFXmgYpGy8QojHkqKhOEtPhug9pp2WubgbMm4DcMPgiZ4XUKPHJ7gGlL1TIAQ2NK1mIYQQQlhM6/fh8GK4cgAOzYPaL5oO1SjtwagOlflk9QkmLj9Kg7JeVPCT3CREUSZFQ3GSHAcXd96dj3D5QM5Jy44eENiYq56tYAuUcHNE03+FEtEKIYSwZa6+0PIdCB8P/06Eql1BfXeO3cDm5dhy+jpbz1xn2F8H+GdIExzsNAoGLIR4FCkairKES3d7ES5EwLXjOdu4lbqzidqdOQm+VUGtJvZ4LGzZg19B9mgQQgghCqLRYOMSrDfPw7avofkY0yG1WsVXz9Wi07QtHL+SyGerTzL+Kdn5TYiiSoqGosJggGsnjT0IURHGIiHhQZOWK2bfadkz+IGTlrNWTvI3527QQgghRF7YORiXYJ3/Emz/Bmq+mO2wn7sjX/SoyYBf9/DztkiaVypB68oyz06IokiKBqVkZkDsobu9CFERkBKXvY1KAyVr3i0QgsKMO27mQtbKSX7usp+CEEIIBVV5Eso2h/Nb0GyYBA7PZjvctqo/rzQpy5zt5xm14CCrhzfHTy54CVHkSNFQWNJvw6XdqCO30eT0CuyODIaM5Oxt7Jzu22m5Qb4nLd/do0HeeIUQQihIpYKOH8OPLVAf+xuvitVzNBnbuQo7zt3gREwSby84yK/9GqJWyzKsQhQlUjRYStotiNx0d9LylYOg16EBfLPaOHreLRCCmkDJWsbdNM3gmvQ0CCGEKCpK1oS6L8O+36gRPRcMw7IddtRq+OaFOjz17Va2nL7O7K2RDGxRTqFghRAPIkWDpcx5wlgo3Mu9NPrARhxOcCO086toS1a32E7LV5Okp0EIIUQR0uZ/GI4swSv5HJn75kDj17Idrujvxv+eDOW9v4/w+doTNKngQ7VSHsrEKoTIwTKfWAW43OlPsHeDZ3+C4Ydh5DEyn/mJ875twa+qxQoGgHSdHgBHrfyIhRBCFAGufuhbjgVA/e94iDmSo8mLDYPoWM2fjEwDI+YfIDUjs7CjFEI8hHyitJTOn4PGAdKTAAN4Fu5ul3Ya41hQnd5QqM8rhBBCPIy+wSBi3Guh0qXCwleMQ3nvoVKp+PjZGpRwdeBU7C2+XHtSmUCFEDlI0WApPuWh1Z31qNeMg9vXC/XpNXd6MTIzpWgQQghRRKjU7A8ehMGtJNw4DSvfNi45fg8fVwc+71EDgNnbIok4e0OJSIUQ95GiwZKavAn+1Y1Lqa59t1Cf2u7OqhOZBikahBBCFB3pdm5kPvOTcVnxQ/PgwNwcbdpU8eeFhoEYDDBq4UESUzMUiFQIcS8pGixJo4WnpgMqODQfzvxbeE+dVTTI8CQhhBBFjCEoDFrfuZi2chRcPZGjzftdQgnydiY6PoUPlh0t5AiFEPeTosHSytSDRoONt1eMMO7XUAiyehpkToMQQogiqdlIKNcadCnG+Q3p2fcucnGw46vnaqFWwZJ90aw+fEWZOIUQgBQNhaPN++ARCPFRaNa9m2P8piVk9TToMvUWfy4hhBAiz9Rq6PYTuPrDteOw+p0cTeqX9WZwy/IAvPv3Ya4mphZ2lEKIO6RoKAwOrvDUNECF+uBcKsYut/hTSk+DEEKIIs/VD7rPApUa9v8BB/7K0WR4u0qElnTnZnIGYxYfwiBz9YRQhKJFwwcffIBKpcr2r0qVKqbjqampDBkyBB8fH1xdXenevTuxsbHZHiMqKoouXbrg7OyMn58f77zzDjqdLlubjRs3UrduXRwcHKhQoQJz5swpjJeXXYW28MQXAIReWYTq0HyLPp2dxvij1cnqSUII8VA2lYeKqpAWcGf/BlaOzDG/wd5OzdRetbHXqPnv5DXm7b6oQJBCCMV7GqpVq8aVK1dM/7Zu3Wo6NmLECJYvX87ChQvZtGkTly9fplu3bqbjmZmZdOnShfT0dLZv386vv/7KnDlzGD9+vKlNZGQkXbp0oXXr1hw4cIDhw4fz6quvsnbt2kJ9nQA0HEhm2DAANCvfgrMbLPZU9neKhgwZniSEEI9kU3moqGoxCsq1goxkWNg3x/y/ygFuvNOxMgAfrjjGhRuFMz9QCHGX4kWDnZ0dAQEBpn8lSpQAICEhgdmzZ/PVV1/Rpk0b6tWrxy+//ML27dvZsWMHAOvWrePYsWP88ccf1K5dm86dO/Phhx8yY8YM0tPTAfjhhx8ICQlhypQpVK1alaFDh9KjRw+mTp2qyOvVt/4flzwbo9LrYH4fiDlskefJ2txNigYhhHg0W8tDRZJaA91mgWsAXDvxwP0bBjQLoVGIN8npmby94KCsDihEIVO8aDh9+jSlSpWiXLly9O7dm6ioKAD27t1LRkYG7dq1M7WtUqUKQUFBREREABAREUGNGjXw9/c3tenYsSOJiYkcPXrU1Obex8hqk/UYhU6lZn/wQPRBTYy7Rc/tCQmXzP402qzhSfKmKoQQj2RzeaiocvWFHrON8xsO/mWc43APtVrFlOdq4epgx54LN/lx81mFAhXCNtkp+eSNGjVizpw5VK5cmStXrjBx4kSaN2/OkSNHiImJwd7eHk9Pz2zf4+/vT0xMDAAxMTHZ3qizjmcde1SbxMREUlJScHJyyhFXWloaaWlppq+TkpIA0Ol0ZGQUbIOZjIwM9Gotqc/8jNNfz6C6dgLDH93R9VkJjh4Feux7aVTGYiE1veAxm1tWPEUtrsIk50DOAdj2ay8qimoeAsvmIqU89u++dCPULceh2TgZw6pR6Pxrgl+o6bC/q5b3n6jM2L+PMjX8FE3LeRFa0r0QIs/Jmt7D5LUUXYXxeu6fg/UwihYNnTt3Nt2uWbMmjRo1Ijg4mAULFjz0TbQwfPLJJ0ycODHH/evXrzd1WxdU+JZdOPkNonn8hzhdO0HCj12IKP8OerXWLI8ffVENqDl+4hSrknNumlMUhIeHKx2C4uQc2PY5uH79utIh2LyimoegcHKRUh75d2+oSGO3GvgnHSb1t15srvwBOs3dn4WjAWp4qTl8U83gXyJ4u2YmWgXHTVjTe5i8lqLLkq8nt7koT0WDXq9n06ZNbNmyhQsXLpCcnIyvry916tShXbt2BAYG5ivYLJ6enlSqVIkzZ87Qvn170tPTiY+Pz3aVJzY2loCAAAACAgLYtWtXtsfIWtXi3jb3r3QRGxuLu7v7QxPCuHHjGDlypOnr6OhoQkNDadu2LaVLly7Qa8zIyCA8PJz27duj1Wohti6G356kxK0TdMlYQeYzPxq7Zgto/6oTbI2Nomy58jzRoWKBH8+ccpwDGyTnQM4BwPnz55UOodixlTwEls1FSsn13/3txhhmt8Yt6QqdM9eR+eQPoFKZDjdulU6Xb7Zz5XY6x+3KM7ZT5UKIPjtreg+T11J0FcbriY6OzlW7XBUNKSkpTJkyhe+//564uDhq165NqVKlcHJy4syZM/zzzz8MHDiQDh06MH78eBo3bpyvoG/dusXZs2d5+eWXqVevHlqtlvXr19O9e3cATp48SVRUFGFhYQCEhYUxefJkrl69ip+fH2CsxNzd3QkNDTW1WbVqVbbnCQ8PNz3Ggzg4OODg4GD6OjExETBOljPXD0yr1Rofq0wd6PU7zO2J+tjfqL2CoP2kAj++g9b4o9Xfea6iyHQObJicA9s+B7b6uvPD1vIQFE4uUspj/+49S0KPX2BOF9RHF6MOaQ71+5kOB3hq+ax7TV79bQ8/b79A+2olaVzOpxAiz8ma3sPktRRdlnw9dna560PI1SXtSpUqcejQIWbOnEliYiIREREsXryYP/74g1WrVhEVFcXZs2dp3rw5zz//PDNnzszVk48aNYpNmzZx/vx5tm/fzrPPPotGo+GFF17Aw8ODAQMGMHLkSP777z/27t1Lv379CAsLMyWDDh06EBoayssvv8zBgwdZu3Yt77//PkOGDDG90Q4ePJhz584xevRoTpw4wXfffceCBQsYMWJErmIsFOXbQNdvjbe3TYNduTt/j3J39SSZCC2EKP4kD9mg4DBo+z/j7dVj4MqhbIfbhfrTq34gBgO8veAgSanWMYZdiKIqV6XFunXrqFq16iPbBAcHM27cOEaNGmVaeeJxLl26xAsvvMCNGzfw9fWlWbNm7NixA19fXwCmTp2KWq2me/fupKWl0bFjR7777jvT92s0GlasWMHrr79OWFgYLi4u9O3bl0mT7l6pDwkJYeXKlYwYMYJp06ZRpkwZZs2aRceOHXMVY6Gp/YJxFaX/PoJV74BbSaj6ZL4fTiv7NAghrIjkIRvV5C24sB1Or4OFr8CgjeB4d+Lz/54KZfu561yMS2HS8mN80bOWYqEKYe1yVTQ87o36XlqtlvLly+eq7bx58x553NHRkRkzZjBjxoyHtgkODs7R7Xu/Vq1asX///lzFpKgWoyDhIuz7FRYPgL7LIbBhvh5KKztCCyGsiOQhG6VWw7M/wg/NIe4sLH8Levxsmt/g6mDHlJ616fVTBAv3XqJ9qD8dqgUoHLQQ1ilfqyelpqZy6NAhrl69il6f/Up2165dzRKYTVKpoMtXkHTFeFXlz17w6r/gk7vkdy9t1vAkvfQ0CCGsj+QhG+LsDT1/gV86w9ElULYpNHjVdLhhiDeDWpTjx03nGLfkMHWDvSjh6vCIBxRC5Eeei4Y1a9bQp0+fBy7PpFKpyMzMNEtgNktjZ5z89euTcHk//NENBvxr3PQmD+zUWcOTpKdBCGFdJA/ZoMCG0O4DWPc+rBkHpetDqdqmwyPbV2LTyWuciEli7OLDzOxTD9U9qy0JIQouz2t7Dhs2jJ49e3LlyhX0en22f/JGbSYOrvDiAvAMhpvn4c/nIP12nh7C1NOgk54GIYR1kTxko8KGQuUnIDMdFvaF1ATTIQc7DVN71cZeo+bf47Es3HNJwUCFsE55LhpiY2MZOXJkjt0thZm5+sFLi8HJCy7vg0X9ITN3O/bBPXMaZHiSEMLKSB6yUSoVPPMdeAQZL6gtHQqGu73pVUu6M7JDJQAmLj/KxbhkhQIVwjrluWjo0aMHGzdutEAoIocSFeGF+WDnCKfWwKpR2d4gH8VOI8OThBDWSfKQDXPygp5zQK2F48tyLFE+sHk5Gpb15nZ6Jm8vOEimXnKgEOaS5zkN3377LT179mTLli3UqFEjx0YTb775ptmCE0BQI+g2Exb0gb2/gGcgNH/7sd+WNTxJehqEENZG8pCNK1PPuAnq2nGw9l0oUx9K1wVAo1Yx5bladPp6M7vOxzFryzlea5n3xUSEEDnluWj466+/WLduHY6OjmzcuDHbRCOVSiVv1pYQ2hU6fwarR8P6SeBeGmo9/8hvMe3ToJOrLEII6yJ5SND4dbiwDU6sMO7f8NpmcPIEINDbmfFPhTJm8WGmrDtFi0q+VC3p/siHE0I8Xp6HJ7333ntMnDiRhIQEzp8/T2RkpOnfuXPnLBGjAGj0GjQZZry9dAic2/jI5nZqWXJVCGGdJA8JVCp4eoZxwZD4C8a8eM/w3efqB9Kuqh/pmXpGzD9Amk4myAtRUHkuGtLT0+nVqxdqdZ6/VRRUu0lQrRvodTD/ZYg58tCmWjvZ3E0IYZ0kDwnA2LPQcw5o7I09Dju+Nx1SqVR80q0m3i72nIhJYmr4acXCFMJa5Pkdt2/fvsyfP98SsYjHUavh2R8guBmkJcLcnpDw4GXltKZ9GqSnQQhhXSQPCZPSdaHDZOPt8P/BpT2mQ75uDnz8bA0Aftx8lt3n45SIUAirkec5DZmZmXz++eesXbuWmjVr5piA9tVXX5ktOPEAdg7w/B/wcye4dgL+6AH915jGcpqaZe3TIEWDEMLKSB4S2TQcaJzfcOyfu/MbnL0B6FQ9gO51y7B43yVGLjjA6rda4OqQ548+QgjyUTQcPnyYOnXqAHDkSPbhMbL7YiFx8oLei2BWO7h2HOa/ZNzTwc7B1EQrS64KIayU5CGRjUoFXafDlYNwMxL+eQNe+Mt4PzChayg7zt3gYlwKH604xqfdayocsBDFU56Lhv/++88ScYi88gyE3gvhl85wfovxTbLbTOMQJu5ZclV6GoQQVkbykMjB0QOe+xVmtYdTq2H7N9DUuIqWu6OWL3vW4sVZO5i3+yLtQ/1pW1U2BhQir2QWWXFWsiY89xuo7eDIIlg/0XTILmtOg2xsI4QQwhaUrAWdPjHe/vcDiNppOhRW3ocBTUMAGLP4MDdupSkQoBDFW66KhsGDB3Pp0oMn3N5v/vz5zJ07t0BBiTyo0Ba6fmO8ve1r0+6Y9nYyp0EIYT0kD4lcqd8fqncHQyYs6ge3b5gOjepYmUr+rly/lcZ7fx/BYJCLakLkRa6GJ/n6+lKtWjWaNm3KU089Rf369SlVqhSOjo7cvHmTY8eOsXXrVubNm0epUqX46aefLB23uFftFyEhGv77yLgBnHsp7Eq0AmTJVSGEdZA8JHJFpYKnphnnN9w4A3+/Bi8uALUaR62Gr56rzbPfbWPN0RiW7Iume70ySkcsRLGRq56GDz/8kFOnTtG0aVO+++47GjduTFBQEH5+flSuXJk+ffpw7tw5fvrpJ3bs2EHNmjLJqNC1GAV1+4JBD4sGoL16GIB06WkQQlgByUMi1xzcoOevYOcIZ8KNvfB3VC/twfB2lQD4YNlRouNTFApSiOIn1xOh/f39ee+993jvvfe4efMmUVFRpKSkUKJECcqXLy8rVihNpYIuX0HSFTi9Du2ywcBkmQgthLAakodErgVUh86fw/I3YcNHENQYgpsA8FqLcqw/Hsu+qHhGLTjI3FcboVbL744Qj5OvidBeXl7UqlWLxo0bU6FCBXmjLio0dtDjFyhZG7uU6wDoDZApk6GFEFZG8pB4rLp9oMZzd+Y39Ifbxrxop1Hz1XO1cbbXEHHuBj9vi1Q4UCGKB1k9ydo4uELvhWg9Spruyki5pWBAQgghhAJUKnhyKpSoZOyFXzII9Mbe97IlXHivS1UAPl97klOxSUpGKkSxIEWDNXL1Q/vCH6YvdX+/AfpMBQMSQgghFODgemd+gxOcXQ9bp5gOvdgwiNaVfUnX6Rk+7wDpOhnOK8SjSNFgpez8Kppu606vh1XvgCwvJ4QQwtb4h0KXL423//sYIrcAxt3DP+teEy9nLceuJDJt/SkFgxSi6JOiwUpp1Cqyhvimo4U9s2HrVGWDEkIIIZRQ5yWo9aJxhcHFA+DWVQD83B2Z/GwNAL7feJa9F+KUjFKIIk2KBiulUqnQ3tkVWtfyPeOd6yfCoYUKRiWEEEIopMuX4FsFbsXC4ldNw3afqFGSZ+uURm+AkQsOcjtNp3CgQhRNuVpytU6dOrlemWLfvn0FCkiYj1ajIj0TdLVegowLEPEt/PM6uPlDSAulwxNCiFyTPCQKzN7FOL9hZmuI3ASbv4RWYwD4oGs1dp67wYUbyUxedZyP7/Q+CCHuylXR8Mwzz1g4DGEJdho1kGnc4K39h5AYDUf/hnm9of8a8K+mdIhCCJErkoeEWfhVMe5p9M9g2PiJcf+Gci3xcNLyRc9a9J61kz93RtE+1J/Wlf2UjlaIIiVXRcOECRMsHYewAK3GeFVOp9eDWg3P/ABJsRC1Heb2hAHh4FFa4SiFEOLxJA8Js6n9AlzYCvv/MA5TGrwV3PxpWqEE/ZqW5Zdt5xm96BDrhrfAy8Ve6WiFKDLyNachPj6eWbNmMW7cOOLijJOG9u3bR3R0tFmDEwWj1Rh/vBm6O6smaR3h+blQorKx12FuT0hNUDBCIYTIH8lDokA6fwF+oXD7qnFi9J35DWM6VaGCnyvXktJ4/58jGGTVQSFM8lw0HDp0iEqVKvHZZ5/x5ZdfEh8fD8CSJUsYN26cueMTBWB3p6chQ3/P2tPO3vDSInD1h6tHYf5LoEtXKEIhhMg7yUOiwOydjfMbtC5wfgts+gwAR62Gqc/Vxk6tYuXhKyw9cFnhQIUoOvJcNIwcOZJXXnmF06dP4+joaLr/iSeeYPPmzWYNThSMafWkzPuulHgGQe+FYO8KkZth6RDZw0EIUWxIHhJm4VsJnppmvL3pczi7AYAaZTwY1sa419H/lh7hcnyKUhEKUaTkuWjYvXs3r732Wo77S5cuTUxMjFmCEuZhGp6U+YBdLkvWgud+BZUGDi+ADR8WcnRCCJE/koeE2dTsCfVeAQyweCAkGnsWhrQuT61AT5JSdYxaeBC9Xi6sCZHnosHBwYHExMQc9586dQpfX1+zBCXMwzQ86UFFA0CFdtB1uvH2limw5+dCikwIIfJP8pAwq06fQUANSL4Oi/pDZgZ2GjVTn6uFk1bD9rM3+GX7eaWjFEJxeS4aunbtyqRJk8jIyACMm4hFRUUxZswYunfvbvYARf7ZaR4yPOledV6ClmONt1e+DSfXFEJkQgiRf5KHhFlpHY3zGxzcISoC1k8CoJyvK+91qQrAZ2tOcDImSckohVBcnouGKVOmcOvWLfz8/EhJSaFly5ZUqFABNzc3Jk+ebIkYRT5p1Y/pacjSaizUfgkMeljUD6L3FkJ0QgiRP5KHhNn5lIenZxhvb58OJ1YB0LtREK0r+5Ku0zN8/gHSdJkKBimEsnK1T8O9PDw8CA8PZ+vWrRw6dIhbt25Rt25d2rVrZ4n4RAGY5jQ8biymSgVPfQ1JV+Dsevizl3EPB+8QywcphBB5JHlIWERoV2j8Buz4zrj522ubUXmV5bMeNek4dTPHryTy9b+nGdOpitKRCqGIPBcNFy9eJDAwkGbNmtGsWTNLxCTMxDSnQfeYngYAjdY4MfqXzhBzGOb2MBYOzt4WjlIIIfJG8pCwmHYT4dJu478FfWHAOvzcHPmkWw0G/7GPHzadpXVlPxqGSG4UtifPw5PKli1Ly5YtmTlzJjdv3rRETMJMsnoadPpcFA0ADm7w4kLwCIQbZ+CvFyAj1YIRCiFE3kkeEhZjZw89fgEnL7hyANYY9/3oVL0kPeqVwWCAkQsOkJSaoWycQiggz0XDnj17aNiwIZMmTaJkyZI888wzLFq0iLS0NEvEJwrA7s6chvRHTYS+n3tJ4x4ODh5wcQf8/RrktugQQohCIHlIWJRnIHSbaby9ZzYcWgDAhKdCKePlxKWbKUxYdlTBAIVQRp6Lhjp16vDFF18QFRXF6tWr8fX1ZdCgQfj7+9O/f39LxCjySWuXtXpSHj/0+1WF5+eCWgvH/oF/x5s/OCGEyCfJQ8LiKraHFqONt5e/BbHHcHPUMrVXbdQqWLIvmlWHZU8QYVvyXDRkUalUtG7dmpkzZ/Lvv/8SEhLCr7/+as7YRAFlrZ70yCVXHyakOTzzvfH29m9g10wzRiaEEAUneUhYVKuxUK41ZCTDgpchNZEGZb15o1UFAP637Bg3pXNL2JB8Fw2XLl3i888/p3bt2jRs2BBXV1dmzJhhzthEAd1dPSmfw4tq9oQ2/zPeXj0aTq42U2RCCFFwkoeERak10H02uJcxzvNbOgQMBt5qV5FaZTxITNUx94xadosWNiPPRcOPP/5Iy5YtKVu2LL/99hu9evXi7NmzbNmyhcGDB1siRpFPudrc7XGavw11+97Zw6G/7OEghFCc5CFRaFx8jCsLqrVwfBlEzECrUTO1V22ctGpOJ6qZLbtFCxuR56Lho48+olGjRuzdu5cjR44wbtw4goODLRGbKCCtJmt4UgEmMqtU0OUrqNDO2EX7Zy+4ed48AQohRD5IHhKFqkx96PSJ8Xb4eLiwnXK+rrz/hHG/hqn/nuFIdIKCAQpROPK8T0NUVBQqlcoSsQgzyxqelKfVkx5EYwc959yzh0NP6L9W9nAQQihC8pAodA1ehYu74PACWPgKvLaFnvVKM2/zEQ7fVDN8/gGWD22Gk71G6UiFsJg89zSoVCq2bNnCSy+9RFhYGNHR0QD8/vvvbN261ewBivyzM0dPQ5asPRzcy8D1UzD/JdDJDDAhROGTPCQKnUoFT30NvlXhViws6ofKkMnz5fX4uTlw5uotPll9XOkohbCoPBcNixcvpmPHjjg5ObF//37TutgJCQl8/PHHZg9Q5J9WnbW5m5kmaZn2cHCHC9vgn9dlDwchRKGTPCQUYe8Cvf4Aeze4sA31fx/hqoVPu1UD4LeIC2w4EatwkEJYTr7mNPzwww/MnDkTrVZrur9p06bs27fPrMGJgrk7PMmMH+z9Q41vmmotHFkMGyaZ77GFECIXJA8JxZSoAM8YV+jS7PiWkvG7aV6hBP2algVg9KJDXL8lvfDCOuW5aDh58iQtWrTIcb+Hhwfx8fHmiEmYiVmHJ92rXEvo+o3x9tapsOdn8z6+EEI8guQhoajQpyFsKAB1LsyEG2cY06kKlf3duH4rndGLDmEwyDKswvrkuWgICAjgzJkzOe7funUr5cqVM0tQwjzszbHk6sPUfgFav2e8vfJtOLXO/M8hhBAPIHlIKK7dB+gDG6PVp2K3uB+OhlS+fr429ho1G05c5Y+dUUpHKITZ5bloGDhwIG+99RY7d+5EpVJx+fJl5s6dy6hRo3j99dctEaPIp6yeBrMOT7pXi3egzkvGPRwWvgKX91vmeYQQ4h6Sh4TiNFoyn51Fqp0HqmvHYcUIqga4MaazcRnWySuPcebqLYWDFMK88rzk6tixY9Hr9bRt25bk5GRatGiBg4MDo0aNYtiwYZaIUeSTWTZ3exSVCp78GhKi4dx/xj0cXv0XPIMs83xCCIHkIVFEuAWwJ2QITc98hurQfCjTgH5NXmXjyatsOX2d4fP3s+T1ptjb5fn6rBBFUr6WXH3vvfeIi4vjyJEj7Nixg2vXrjFhwgQuX75siRhFPtnf6WnIsFRPA4BGC8/9Bv7VjcvQ/dEDUm5a7vmEEDZP8pAoKm64VkHfZrzxizXjUF/ex5c9a+HlrOVIdCJfhZ9SNkAhzCjf5a+9vT2hoaE0bNgQV1dXjh49SmBgoDljEwVkd2fJ1QxzLbn6MI7u8OICcCsF10/C/JdlDwchhMVJHhJFgb7RG1D1KdBnwII++Gtu80m3mgD8uPksEWdvKByhEOYhfWZWzGKrJz2IR2njHg72bnB+CywdCrJ6hBBCCGunUsHT34F3eUi8BEtepVOoL73qB2IwwNsLDpCQnKF0lEIUmBQNVkxr6TkN9wuoDs/9Cmo7OLwANnxUOM8rhBBCKMnR3biHkdYZzm6ATZ8x/qlQyvo4czkhlfeXHpFlWEWxJ0WDFbPI5m6PU6EtPDXNeHvLl7B3TuE9txBCCKEU/9C7+W/TZ7hc2MDUXrXRqFUsP3iZfw5EKxufEAWU69WTDh069MjjJ0+eLHAwwrxMw5P0hVg0gHEZ1vgo2PQZrBgJ7mWgYrvCjUEIYXUkD4kir+ZzELUD9syGJQOp89pm3mpbka/CTzH+n6PUD/Ym0NtZ6SiFyJdcFw21a9dGpVI9sHst636VSmXW4ETBaNWFPDzpXq3GGQuHg3/Bwr7QbzWUrFn4cQghrIbkIVEsdPrEuG/R5X2woA9v9F3NplPX2HvhJiMXHGDeoDA0avk9FcVProuGyMhIS8YhLMCuMJZcfRiVCp6aDonRELkZ5va8s4eDrGwihMgfyUOiWLBzMC5F/mMLuHIAu3Vj+brXp3SetoXd52/y/cYzDG1TUekohcizXBcNwcHBloxDWIBpIrSll1x9GDt748SwnzvB1WPGwqH/GrBzUSYeIUSxJnlIFBuegdB9FvzRHfb9SmBgIyZ2bcnbCw/y9b+naVbRl9qBnkpHKUSeyERoK6bN6mnQKdDTkMXRw7gUq1tJuHYcFrwMmenKxSOEEEIUhgptjUN1AVaOpFupOLrULIlOb2D4vP3cTtMpG58QeSRFgxUrtM3dHsejjHHzN3tXiNyMZuUI2cNBCCGE9WvxDlRoD7pUVAv68HGnIEp6OHL+RjIfrjimdHRC5IkUDVbM3k7BOQ33K1kTev4KKg3qw/OpHPO30hEJIYQQlqVWQ7efwCMIbkbisXYYU3rURKWCebsvsuZIjNIRCpFrUjRYMTslV096kIrt4MmpAFSJ+QfVwT8VDkgIIYSwMGdv6PUbaOzh5CqaxPzOoOblABi35BCxiakKByhE7kjRYMW0dneGJxWFnoYs9fqS2XQkAJpVI+HMeoUDEkIIISysVB144gvj7Q0fMrJiLNVKuXMzOYNRCw+iV3oYsRC5kOvVk+61aNEiFixYQFRUFOnp2Se17tu3zyyBiYLTqovQ8KR76FuO4/KxHQTe3A4L+kL/1RBQQ+mwhBDFiOQhUezU7QsXd8GBuTj8PYBpPcLp8vMttpy+zi/bzzOgWYjSEQrxSHnuaZg+fTr9+vXD39+f/fv307BhQ3x8fDh37hydO3fOdyCffvopKpWK4cOHm+5LTU1lyJAh+Pj44OrqSvfu3YmNjc32fVFRUXTp0gVnZ2f8/Px455130Omyr0iwceNG6tati4ODAxUqVGDOnDn5jrM4sbuz5KreQNG6iqFSsT/oVfTBTSE9CeY+BwnRSkclhCgmLJWHQHKRsCCVCrpMAf8akHydChte4/3OlQD4bM0JTsQkKhygEI+W56Lhu+++46effuKbb77B3t6e0aNHEx4ezptvvklCQkK+gti9ezc//vgjNWtm3zF4xIgRLF++nIULF7Jp0yYuX75Mt27dTMczMzPp0qUL6enpbN++nV9//ZU5c+Ywfvx4U5vIyEi6dOlC69atOXDgAMOHD+fVV19l7dq1+Yq1OMna3A0gQ1+0ehsMajsyu/8KvlUg6TL8+RykyhumEOLxLJGHQHKRKARaJ+P8BgcPuLSLlxJm0qaKH+k6PW/9dYDUjEylIxTiofJcNERFRdGkSRMAnJycSEpKAuDll1/mr7/+ynMAt27donfv3sycORMvLy/T/QkJCcyePZuvvvqKNm3aUK9ePX755Re2b9/Ojh07AFi3bh3Hjh3jjz/+oHbt2nTu3JkPP/yQGTNmmLqrf/jhB0JCQpgyZQpVq1Zl6NCh9OjRg6lTp+Y51uLGXnP3x5tRVCZD38vJ07iHg6s/xB6BBX0gM0PpqIQQRZy58xBILhKFyLscPPsDAKpd3/NZtSh8XOw5GZvE52tOKhycEA+X56IhICCAuLg4AIKCgkxvmpGRkRjysfb+kCFD6NKlC+3atct2/969e8nIyMh2f5UqVQgKCiIiIgKAiIgIatSogb+/v6lNx44dSUxM5OjRo6Y29z92x44dTY9hzezUd3sadEVsXoOJZxC8OB+0znDuP1g+XPZwEEI8krnzEEguEoWsyhPQzLgoiO+6YXze3geAn7dFsvnUNSUjE+Kh8jwRuk2bNixbtow6derQr18/RowYwaJFi9izZ0+27trcmDdvHvv27WP37t05jsXExGBvb4+np2e2+/39/YmJiTG1ufdNOut41rFHtUlMTCQlJQUnJ6ccz52WlkZaWprp66yrWDqdjoyMgl0Jz/r+gj5ObtybPJNT03HRqh7RuvDkOAe+1VE9OwvNwpdQHfiDTPcy6JuPUjBCyyvM34OiSs6Bbb/2gjBnHgLbzEVKsaa/+wK/luaj0Vzajfr8FtrsHkTvej8wd28soxYeZPmQMLxd7M0Y7aPJz6XoKozXc//8q4fJc9Hw008/ob8zPj5rYtj27dvp2rUrr732Wq4f5+LFi7z11luEh4fj6OiY1zAs6pNPPmHixIk57l+/fj0lSpQwy3OEh4eb5XEeR6PSkGlQse7f9Xg5FMpT5tr956BsmT7UujgHzeZPOXj+Bhd9misUWeEprN+DosyWz8H169eVDqFYMlceAslFSrGmv/uCvBZ711600h7B6cZp+unG86/jG8QmpTHwpw30r6RHVcjX+uTnUnRZ8vXkNhfluWhQq9Wo1XdHNT3//PM8//zzeX0Y9u7dy9WrV6lbt67pvszMTDZv3sy3337L2rVrSU9PJz4+PtsVntjYWAICAgBjF/WuXbuyPW7Wihb3trl/lYvY2Fjc3d0feGUHYNy4cYwcOdL0dXR0NKGhobRt25bSpUvn+bXeKyMjg/DwcNq3b49Wqy3QY+XG2D3/kpKhp1nLVgR7O1v8+XLj4efgCTI3uKOJmE6dS79Qs1lnDCEtFIvTkgr796AoknMA58+fVzqEYslceQhsNxcpxZr+7s31WlSXymH4vSsVErYxs+EzdN9WhkNxapIDqtOzXhkzRvxw8nMpugrj9URH524Fy3zt07BlyxZ+/PFHzp49y6JFiyhdujS///47ISEhNGvWLFeP0bZtWw4fPpztvn79+lGlShXGjBlDYGAgWq2W9evX0717dwBOnjxJVFQUYWFhAISFhTF58mSuXr2Kn58fYKzE3N3dCQ0NNbVZtWpVtucJDw83PcaDODg44OBw97J8YqJxVR87Ozuz/cC0Wm2h/DJrNWpSMvSg0hS5P54HnoP2EyEpGtWRxdgtfgX6rwX/UEXiKwyF9XtQlNnyObDV120O5shDILlIKdb0d1/g1xLSFDpMhjVjqLlnHG83XMSnEcl8tOokYRX8CCnhYr5gH0N+LkWXJV+PnV3uyoE8T4RevHgxHTt2xMnJif3795vGWyYkJPDxxx/n+nHc3NyoXr16tn8uLi74+PhQvXp1PDw8GDBgACNHjuS///5j79699OvXj7CwMBo3bgxAhw4dCA0N5eWXX+bgwYOsXbuW999/nyFDhpjeaAcPHsy5c+cYPXo0J06c4LvvvmPBggWMGDEiry+9WNLeWUFJV8SWXH0otRqe/g6CmkBaIsztCYlXlI5KCFGEmCsPgeQiUUQ0eg2qdQO9jkGn36BxsBvJ6ZkMn3+gyG3QKmxXnouGjz76iB9++IGZM2dmq3iaNm1q9l04p06dypNPPkn37t1p0aIFAQEBLFmyxHRco9GwYsUKNBoNYWFhvPTSS/Tp04dJkyaZ2oSEhLBy5UrCw8OpVasWU6ZMYdasWXTs2NGssRZVpqKhKC65+jBaR3h+LvhUhMRL8GdPSEtSOiohRBFRmHkIJBeJQqBSQddvoERl1Lcu85XdDNwd7Th4MZ5v1p9WOjohgHwMTzp58iQtWuQcZ+7h4UF8fHyBgtm4cWO2rx0dHZkxYwYzZsx46PcEBwfn6PK9X6tWrdi/f3+BYiuusjZ4K3ZXKpy9jXs4zG4PMYdhQV/j0qwa6+lqFELkjyXzEEguEgpxcIVev8NPrSkVvYbJFZoy7Eh5vv3vDC0q+VK/rLfSEQobl699Gs6cOZPj/q1bt1KuXDmzBCXMJ6unoUhu7vY43iHGQsHOCc6uh5UjZQ8HIYTkIWG9fCvD098A8NSZ/9GtPOgNMHz+AZJSrWMJUVF85bloGDhwIG+99RY7d+5EpVJx+fJl5s6dy6hRo3j99dctEaMoAO2dnoYiu7nb45SuBz1+BpUa9v0GW6YoHZEQQmGSh4RVq94dGhl/jydeG0EZDy2XbqYwYdlRhQMTti7Pw5PGjh2LXq+nbdu2JCcn06JFCxwcHBg1ahTDhg2zRIyiAOzuLEuYoS/GV+irPAGdP4dVo2DDh+BVFmr0UDoqIYRCJA8Jq9d+Elzeh9vFnXztMZvnEvuwZF80rSv78VStUkpHJ2xUnnsaVCoV7733HnFxcRw5coQdO3Zw7do1PvzwQ0vEJwqo2Pc0ZGk4EMKGGm8vHQLRe5WNRwihGMlDwurZ2UPPOeDiS/2ENQwpeQqA9/4+THR8irKxCZuV56Ihi729PaGhofj7+xMVFWXanVMULXbFeU7D/dpPgoodQZcKf70IiZeVjkgIoSDJQ8KquZeC7rNBpebNGx9S2zuDxFQdI+cfILM4jx4QxVaui4aff/6Zr776Ktt9gwYNoly5ctSoUYPq1atz8eJFswcoCsZOfaenwRqSqVoD3WeBbxW4FQPzXoT0ZKWjEkIUEslDwuaUawlt/odWlcm0lHdx0arYGRnHj5vPKh2ZsEG5Lhp++uknvLy8TF+vWbOGX375hd9++43du3fj6enJxIkTLRKkyL+7qydZQdEA4OgOL8wDJ2+4vN84VElWVBLCJkgeEjap6XCo/ATBhmg+cFoAwFfrTnHoUryiYQnbk+ui4fTp09SvX9/09dKlS3n66afp3bs3devW5eOPP2b9+vUWCVLkn9a0T4MVfbD2DjGuZa22g6NLYPMXSkckhCgEkoeETVKr4ZnvwSuEHml/08U9Ep3ewFvzDnA7Tad0dMKG5LpoSElJwd3d3fT19u3bs22uU65cOWJiYswbnSgwu+K4I3RulG0GXe4sv/rfZDi2VNl4hBAWJ3lI2CwnT+j1OyqtI5PTPqakYzqR12/z4YpjSkcmbEiui4bg4GD27jWuWHP9+nWOHj1K06ZNTcdjYmLw8PAwf4SiQEyrJ1nDnIb71XsFGg023v57MFzPudmTEMJ6SB4SNi2gBjw5FU/Vbb7K/BwVMG/3RVYfvqJ0ZMJG5Hqfhr59+zJkyBCOHj3Khg0bqFKlCvXq1TMd3759O9WrV7dIkCL/svZpsLqehiwdJsPVYxC5GZYNg1dWGrtyhRBWR/KQsHm1X4SLuwjb+wuDNWv5PrUjYxYfomagJ6U9nZSOTli5XH+6Gj16NAMHDmTJkiU4OjqycOHCbMe3bdvGCy+8YPYARcFkrZ5ktcuzaeyg67egdYGo7bD3Z6UjEkJYiOQhIYBOn0KpOow0/EEth8skpuoYMe9A8d+PSRR5uS4a1Go1kyZNYv/+/axevZqqVatmO75w4UIGDBhg9gBFwWhMS65aadEA4BUM7SYYb4dPgHhZclEIayR5SAhA6wjP/YbW2Z3phs9x1ejYdT6Ob/+TIbrCsmQch5Wz02T1NFj5FYgGAyGwEaTfghUjZBlWIYQQ1sszCLrPJlh9jcnqHwCYvv40uyLjFA5MWDMpGqycWmUDPQ1gnMfQ9VvQ2MOZcDi0QOmIhBBCCMup0BZav8vTmu10t9uK3gDD5+0nPjld6ciElZKiwcpZ/ZyGe/lWgpZjjLfXjIFb15SNRwghhLCk5qOgYkcman4mRHOdywmpjF18GIP0tgsLkKLBymnUWTtC28gbSNO3jMvSpdyE1e8oHY0QQghhOWo1dPsRVy9/pmumolVlsuZoDHN3RikdmbBC+S4a0tPTOXnyJDqd7EZYlGXNadDbylUHjdY4TEmlgaN/w/EVSkckhLAQyUNCAE5e0Ot3athfYYzmLwA+XHGMU7FJCgcmrE2ei4bk5GQGDBiAs7Mz1apVIyrKWM0OGzaMTz/91OwBioLR2NLwpCylakPTN423V74NKfFKRiOEMDPJQ0Lcp2Qt6DKF/prVtFQfJE2nZ9if+0nNyFQ6MmFF8lw0jBs3joMHD7Jx40YcHR1N97dr14758+ebNThRcDY1p+FeLceATwW4FQPr3lc6GiGEGUkeEuIB6ryEul4fvtR+TwlVIidjk5i88rjSUQkrkuei4Z9//uHbb7+lWbNmqO6szANQrVo1zp49a9bgRMHd3afBypdcvZ/WyThMCWD/73Buo6LhCCHMR/KQEA/R+XN8S5XjK7sZAPy+4wJrj8YoHJSwFnkuGq5du4afn1+O+2/fvp3tzVsUDTbb0wAQHGbcvwFg2ZuQflvZeIQQZiF5SIiH0DpCr99p4XqJ1zTLARi96BCX41MUDkxYgzwXDfXr12flypWmr7PeoGfNmkVYWJj5IhNmkbV6ks5WVk+6X7sJ4F4G4i/AhslKRyOEMAPJQ0I8gmcQdJ/F23YLqak6S0JKBsPnH7DNi4fCrOzy+g0ff/wxnTt35tixY+h0OqZNm8axY8fYvn07mzZtskSMogBsuqcBwMENnvoa5vaAHd9BtWchsIHSUQkhCkDykBCPUaEd9q1HM33Dt3RJ/4RdkXF8u+EMb7WrqHRkohjLc09Ds2bNOHDgADqdjho1arBu3Tr8/PyIiIigXr16lohRFEDWnIYMWy0aACq2h5rPAwZYNhR0aUpHJIQoAMlDQuRCi3coW7kWH2lnAzBt/Sn2nI9TOChRnOW5pwGgfPnyzJw509yxCAsw7dNgy0UDQKdP4Ox6uHYCtkyB1u8qHZEQogAkDwnxGGo1PPsjz/7Uki1Xt7BE35y35u1n1Zst8HDWKh2dKIby3NPQrl075syZQ2JioiXiEWZms6sn3c/ZG574wnh7yxSIOaJsPEKIfJM8JEQuOXvDc78zyfFPyqpiiI5PZeySQxhsZcNXYVZ5LhqqVavGuHHjCAgIoGfPnixdupSMjAxLxCbMwObnNNwr9Bmo8iTodcZhSpmyi6wQxZHkISHyoFRtXJ+czHTtN9ihY/WRGObtvqh0VKIYynPRMG3aNKKjo/nnn39wcXGhT58++Pv7M2jQIJmAVgSZVk+SogFUKugyBRw84PJ+48RoIUSxI3lIiDyq+zI16zdntJ1x88OJy45wOjZJ4aBEcZPnogFArVbToUMH5syZQ2xsLD/++CO7du2iTZs25o5PFJD0NNzHLQA63ll69b/JcEM2ghKiOJI8JEQedf6CV8tE01x9iFSdgWF/7iM1I1PpqEQxkq+iIUtMTAw//PADn332GYcOHaJBA1nKsqgxzWmw1X0aHqTOS1CuFehSYdkwsPX5HkIUY5KHhMglrSPqXr8xxe0vSpDAidhbfLLquNJRiWIkz0VDYmIiv/zyC+3btycwMJDvv/+erl27cvr0aXbs2GGJGEUB2MlE6JxUKnhqGmid4cI22DdH6YiEEHkgeUiIfPIKxq/HV3yp/QGAXyMuEH4sVuGgRHGR5yVX/f398fLyolevXnzyySfUr1/fEnEJM9HI8KQH8yoLbcfDmrGwbjxU7AgepZWOSgiRC5KHhCiAiu1o1WY3A/9dwczMJ3lnwT6WDW2mdFSiGMhz0bBs2TLatm2LWl2gkU2ikGTt0yBFwwM0HARHlsClXbBiBLw439gLIYQo0iQPCVFALcfwzsVe7Dh+jsOp5Ri1YD8vlFI6KFHU5fkdt3379qjVaq5du8bWrVvZunUr165ds0Rswgxk9aRHUGug6zegsYfTa+HwIqUjEkLkguQhIQpIrca+x49M916MM6nsikri32ilgxJFXZ6LhuTkZPr370/JkiVp0aIFLVq0oFSpUgwYMIDk5GRLxCgKQFZPegy/KtBitPH26tFw+7qy8QghHkvykBBm4OxNSO+pfGj/OwCrL6rZFxWvbEyiSMtz0TBixAg2bdrE8uXLiY+PJz4+nqVLl7Jp0ybefvttS8QoCuDujtBSNDxUs+HgXx1S4mD1GKWjEUI8huQhIcykVB26dX2WZ9Rb0aNm5F+7SEiRjRLFg+W5aFi8eDGzZ8+mc+fOuLu74+7uzhNPPMHMmTNZtEiGdxQ10tOQCxotPP0tqNRwZBGcXK10REKIR5A8JIT5qOr3ZWKd2wSpYom+Be/O34nBIJ8ZRE75Gp7k7++f434/Pz/pFi6CsnoaMjJlydVHKlUHmgwz3l4xAlITlI1HCPFQkoeEMC/nLh8x2XURduhYeSKBBTsjlQ5JFEF5LhrCwsKYMGECqamppvtSUlKYOHEiYWFhZg1OFFxW0aCXnobHazUOvMtD0hUIH690NEKIh5A8JISZaZ1IrdiNtx2XA/DBsiOcuZqkcFCiqMnzkqvTpk2jY8eOlClThlq1agFw8OBBHB0dWbt2rdkDFAUjcxryQOtkXE1pzhOwdw5U7w4hLZSOSghxH8lDQphfsoMvA557lm1/HGarvgZDf/6Pf97ugqNWo3RooojIc09D9erVOX36NJ988gm1a9emdu3afPrpp5w+fZpq1apZIkZRAHZ3llyVOQ25VLYp1B9gvL1sGKTLUAchihrJQ0JYhqpiB75qocaHBE7Ea/h08TalQxJFSJ57GgCcnZ0ZOHCguWMRFiA9DfnQ7gM4tRZunof/JkPHyUpHJIS4j+QhISzDr8PbfHluBP2iOjLnQBLNqpyjXe1ySoclioB8bad58uRJhg4dStu2bWnbti1Dhw7lxIkT5o5NmIGdzGnIO0d3eHKq8faO7+DSXmXjEULkIHlICAtRa2j9ygcMcN4CwDsL9xMbL73uIp9LrlavXp29e/dSq1YtatWqxb59+6hRowaLFy+2RIyiAKSnIZ8qdYCavcCgh6VDQJeudERCiDskDwlhYc7ejH6lJ9XU57mZ6cjwmStkmLPI+/Ck0aNHM27cOCZNmpTt/gkTJjB69Gi6d+9utuBEwdlpsooGWXI1zzp9CmfWw7XjsPUraDVW6YiEEEgeEqIwOATV45sOx3hyTSoRN1z44e9whnTvoHRYQkF57mm4cuUKffr0yXH/Sy+9xJUrV8wSlDAfjWzuln/O3vDEF8bbm7+E2GPKxiOEACQPCVFYyrV8iYnlTgLw1e5U9h07qXBEQkl5LhpatWrFli1bcty/detWmjdvbpaghPlkrZ6kN8i8hnyp9ixU7gL6DOMwJX2m0hEJYfMkDwlRSFQqerwynK4uR8lEw5t/7iXx1m2loxIKydXwpGXLlplud+3alTFjxrB3714aN24MwI4dO1i4cCETJ060TJQi37J6GgAyDQbUqB7RWuSgUkGXKXB+K1zeBzu+hyZDlY5KCJsjeUgIZajsnfno1W7s/2YbF3UlePeH+Xzzdj9UKvk8YWtyVTQ888wzOe777rvv+O6777LdN2TIEAYPHmyWwIR52N1bNOgNyB4t+eBeEjp+ZNy3YcNHULkz+JRXOiohbIrkISGU416yAtOfOEPPFWmsuO5Pi3+W8NyzMnfI1uRqeJJer8/Vv8xMGbpR1Nzb0yArKBVAnZeNu0PrUmD5W2CQcylEYZI8JISy6jTrxMiKVwGYsFPF2WP7FY5IFLZ87dPwIPHx8Xz77bfmejhhJtl6GjLlg26+qVTw1HSwc4LzW2DvHKUjEkLcR/KQEJY1uG8/mrpEk4IDw/7cQ1pSnNIhiUJU4KJh/fr1vPjii5QsWZIJEyaYIyZhRvf2NGTIsqsF4x0Cbf9nvB0+HhKilY1HCAFIHhKisKjt7PhqUFe8Vbc4pivFJz/+Ij3vNiRfRcPFixeZNGkSISEhdOjQAZVKxd9//01MTIy54xMFpFKpTIWDrJ5kBo0GQ5kGkJYIK0bIm6UQCpE8JIQy/P0D+LJLGQDmXK9C+OKZCkckCkuui4aMjAwWLlxIx44dqVy5MgcOHOCLL75ArVbz3nvv0alTJ7RarSVjFfkku0KbkVoDXb8FjT2cXguHFyodkRA2Q/KQEEVDm2ZNebWicenVd/a4c/nQfwpHJApDrouG0qVL880339C9e3eio6NZsmQJPXr0sGRswkzsZIM38/KrAi1GG2+vHgO3rikbjxA2QvKQEEXH6D7dqekSTzxuDF9wCF28DNm1drkuGnQ6HSqVyjjcRSPrdhYn0tNgAc2GQ0ANSImD1e8oHY0QNkHykBBFh71WwzcDO+GqSmOXrgLTf/wBdOlKhyUsKNdFw+XLlxk0aBB//fUXAQEBdO/enb///ls29ygG7vY0yERos9Fo4ekZoNLA0b/h+HKlIxLC6kkeEqJoCQ7w4eMnQwD45mZDti/4UuGIhCXlumhwdHSkd+/ebNiwgcOHD1O1alXefPNNdDodkydPJjw8XNbHLqI0auOPWXoazKxkLWj6lvH2yrch5aay8Qhh5SQPCVH0dG1ah14VwYCa4YeCuLF7kdIhCQvJ1+pJ5cuX56OPPuLChQusXLmStLQ0nnzySfz9/c0dnzCDrJ4GnezTYH4tx0CJSnArFta+p3Q0QtgMyUNCFB0TXu5IBZcUruLFyH/OoI89pnRIwgIKtE+DWq2mc+fOLFq0iEuXLvHuu++aKy5hRhqZCG05WkfjMCVUcGAunA5XOiIhbIrkISGU52xvx4wB7XBQ6diUWYMfZ/8EaUlKhyXMzGw7Qvv6+jJy5EhzPZwwIzuNTIS2qMCG0PgN4+3lb0FqgrLxCGGjJA8JoZzKpTyZ2KUiAF8mtmHP3Amyl5GVMVvRIIou6WkoBG3eB68QSIw27hYthBBC2JheTavydEUHMtEw7FRtbm7+UemQhBlJ0WADTHMaZPUky7F3hqe/Nd7eOwfObVQyGiGEEKLQqVQqJr/UinKuGVzBh1Frr2M4v13psISZSNFgA9Qq6WkoFGWbQYNXjbeXDYO0W8rGI4QQQhQyVwc7vu3fGntVJuv1dZj12xy4dVXpsIQZ5LlomDRpEsnJyTnuT0lJYdKkSWYJSpiXzGkoRO0+AI8giI+C9ROVjkYIqyR5SIiiLbSUB+O7VAHgs+Qu7Pt9HGTqFI5KFFSei4aJEydy61bOK6jJyclMnJi3D0nff/89NWvWxN3dHXd3d8LCwli9erXpeGpqKkOGDMHHxwdXV1e6d+9ObGxstseIioqiS5cuODs74+fnxzvvvINOl/0Xc+PGjdStWxcHBwcqVKjAnDlz8hRncWfap0GWXLU8BzfoOs14e9dPcEG6ZYUwN8lDQhR9vZtWpEtlV3TYMexCcxLWTlY6JFFAeS4aDAbDA3ffPHjwIN7e3nl6rDJlyvDpp5+yd+9e9uzZQ5s2bXj66ac5evQoACNGjGD58uUsXLiQTZs2cfnyZbp162b6/szMTLp06UJ6ejrbt2/n119/Zc6cOYwff3ciamRkJF26dKF169YcOHCA4cOH8+qrr7J27dq8vvRiy04mQheu8m2gbh/j7aVDID3nFVEhRP5JHhKi6FOpVHz6QhOC3QxE48uorWA4tlzpsERBGHLJ09PT4OXlZVCr1abbWf/c3d0NarXa8MYbb+T24R7Ky8vLMGvWLEN8fLxBq9UaFi5caDp2/PhxA2CIiIgwGAwGw6pVqwxqtdoQExNjavP9998b3N3dDWlpaQaDwWAYPXq0oVq1atmeo1evXoaOHTvmOqaLFy8aAMPFixcL8tIMBoPBkJ6ebvjnn38M6enpBX6s3Hruh+2G4DErDCsOXi6053wUJc5BoUuJNxi+rGIwTHA3GNa8m+OwTZyDx5BzYDBERkaa7b3FFthyHjIYzJuLlGJNf/fyWnLn8KV4Q8WxywzBY1YYZk/oYzBcP2P257iXNf1cDIbCeT25fW+xy21x8fXXX2MwGOjfvz8TJ07Ew8PDdMze3p6yZcsSFhaW7+IlMzOThQsXcvv2bcLCwti7dy8ZGRm0a9fO1KZKlSoEBQURERFB48aNiYiIoEaNGtl2AO3YsSOvv/46R48epU6dOkRERGR7jKw2w4cPf2gsaWlppKWlmb5OSjJuUKLT6cjIyMj3awRM31/Qx8mLO1MaSMvIKNTnfRglzkGh0zij6vwldgtexLDjOzIrP4mhdH3TYZs4B48h58C2X3t+2FIeAsvmIqVY09+9vJbcqeznzNhOlZm0+jSfpHaj7m/vUO21X0DrbPbnAuv6uUDhvJ77h1M+TK6Lhr59+wIQEhJCkyZN0Gq1+YvsPocPHyYsLIzU1FRcXV35+++/CQ0N5cCBA9jb2+Pp6Zmtvb+/PzExMQDExMRke6POOp517FFtEhMTSUlJwcnJKUdMn3zyyQPHxa5fv54SJUrk+7XeKzy88HYOjruhBtTs238AzaX9hfa8j1OY50Apdb2aEnhzGynz+rOx8iT0avtsx23hHDyOLZ+D69evKx1CsWJLeQgKJxcpxZr+7uW1PJ63Aep4ZrI/3oFhV5/ixx/7cjrkFXjAMENzsaafC1j29eQ2F+W6aMjSsmVL9Ho9p06d4urVq+jvW/u/RYsWeXq8ypUrc+DAARISEli0aBF9+/Zl06ZNeQ3LrMaNG5dtV9Ho6GhCQ0Np27YtpUuXLtBjZ2RkEB4eTvv27c2W8B7n7xv7OJFwnWo1avJE3YLFbw5KnAPFpIRh+LEpbrcv84TLUfSt3wNs7Bw8hJwDOH/+vNIhFEu2kIfAsrlIKdb0dy+vJW+at8ngmW82cjHJj+nXavFt2DUM9V4x+/NY088FCuf1REdH56pdnouGHTt28OKLL3LhwgUM920PrlKpyMzMzNPj2dvbU6FCBQDq1avH7t27mTZtGr169SI9PZ34+PhsV3liY2MJCAgAICAggF27dmV7vKxVLe5tc/9KF7Gxsbi7uz/06o6DgwMODg6mrxMTEwGws7Mz2w9Mq9UW2i+z1k5jvKFSF6k/oMI8B4rR+sGTX8H8l9BETEdT/WkoVefuYVs4B49hy+fAVl93QdlCHoLCyUVKsaa/e3ktueOj1TKjbxO6z9jKGn1D5q76nb6BdaF0PYs8nzX9XMCyr8fOLnflQJ5XTxo8eDD169fnyJEjxMXFcfPmTdO/uLi4PAd6P71eT1paGvXq1UOr1bJ+/XrTsZMnTxIVFWUasxoWFsbhw4e5evXupiHh4eG4u7sTGhpqanPvY2S1Kci41+LGtCN0puwIrYiqT0G1bmDIhKVDQZeudERCFGuSh4QonmqW8WRcF+PfxeT05zkydxzcvqFwVCK38tzTcPr0aRYtWmS6KlMQ48aNo3PnzgQFBZGUlMSff/7Jxo0bWbt2LR4eHgwYMICRI0fi7e2Nu7s7w4YNIywsjMaNGwPQoUMHQkNDefnll/n888+JiYnh/fffZ8iQIaarM4MHD+bbb79l9OjR9O/fnw0bNrBgwQJWrlxZ4PiLC40suaq8J76AyE0QewS2fgVN31Y6IiGKLclDQhRf/ZqGsONMLOtOxDHkZi9WLHwdtz5/gVqjdGjiMfLc09CoUSPOnDljlie/evUqffr0oXLlyrRt25bdu3ezdu1a2rdvD8DUqVN58skn6d69Oy1atCAgIIAlS5aYvl+j0bBixQo0Gg1hYWG89NJL9OnTJ9uOoCEhIaxcuZLw8HBq1arFlClTmDVrFh07djTLaygOTD0NUjQox6WEsXAA2PwFxB5VNh4hijHJQ0IUXyqVii+eq09pNw0XDAGMPVUJw8bPlQ5L5EKuehoOHTpkuj1s2DDefvttYmJiqFGjRo7xVTVr1sz1k8+ePfuRxx0dHZkxYwYzZsx4aJvg4GBWrVr1yMdp1aoV+/cXnVWDClvWjtDS06Cwat3gyBI4sQLNijdRBQxXOiIhig3JQ0JYDw9nLd++3Iie329jpT6MsA0/81JgOFRsr3Ro4hFyVTTUrl0blUqVbcJZ//79TbezjuVnApqwPOlpKCJUKugyBc5vRR1zkAqqVcBTSkclRLEgeUgI61InyIsxnUOZvOo4k3QvUWfBRKq9UQm8gpUOTTxEroqGyMhIS8chLEijkTkNRYZbAHT6FP4ZTOWYv9FfHwElqykdlRBFnuQhIazPq81D2HH2GutPXmforVdYPu9VXF9dDlpHpUMTD5CroiE4WKq+4kx6GoqYWs+jP7wIzdl/Ua14EwaskwlgQjyG5CEhrI9KpeLL5+rQZdpGIhNL8t7FBny9eiyqrl8rHZp4gDyvnrRs2bIH3q9SqXB0dKRChQqEhIQUODBhPhpZcrVoUanIfOIrMmc0Qhu9B3Z8D02GKh2VEMWG5CEhrIeXiz3f9K7Pcz9EsFTflLBdP/F80J9Q+0WlQxP3yXPR8Mwzz+QYVwrZx5M2a9aMf/75By8vL7MFKvIvq6ch0yA9DUWGeymOlH6BOhd/hg0fQuXO4FNe6aiEKBYkDwlhXeoFezOqYxU+W3OCCbpXqL30Q6oE1ICAGkqHJu6R5yVXw8PDadCgAeHh4SQkJJCQkEB4eDiNGjVixYoVbN68mRs3bjBq1ChLxCvywbR6UqYUDUVJlE9L9GVbgC4Vlg0DvfQECZEbkoeEsD6vtShHq0q+pGHPG6mvc/uvAZASr3RY4h557ml46623+Omnn2jSpInpvrZt2+Lo6MigQYM4evQoX3/9dbZVLYSyZE5DEaVSkdnla9Q/NYcL22DPbGg4UOmohCjyJA8JYX3UahVTnqvFE9M2cS6pFP+71oYpf7+B6oW5xtUHheLy3NNw9uxZ3N3dc9zv7u7OuXPnAKhYsSLXr18veHTCLGRH6CLMMwjaTzTeDp8ANy8oG48QxYDkISGsk4+rA9+8WB+1Cpbom7Pw2C3YNk3psMQdeS4a6tWrxzvvvMO1a9dM9127do3Ro0fToEEDAE6fPk1gYKD5ohQFcrenQYa/FEn1B0BwU8i4DcvfBJl7IsQjSR4Swno1DPHm7Q6VARive4VT4bMgcovCUQnIR9Ewe/ZsIiMjKVOmDBUqVKBChQqUKVOG8+fPM2vWLABu3brF+++/b/ZgRf5k7dOgkzkNRZNaDV2/ATsnOLcR9v2mdERCFGmSh4Swbq+3LE/ziiVIxYE30oeRvPA1SLysdFg2L89zGipXrsyxY8dYt24dp06dMt3Xvn171Hcm3D7zzDNmDVIUjMxpKAZ8ykOb92Hde7DufajQFjzKKB2VEEWS5CEhrJtarWJqr9o8MW0zZ5LKMD7hSb5c+Aq8shI0WqXDs1l5LhoA1Go1nTp1olOnTuaOR1iAafUkKRqKtsavw7F/4NJuWDECXlwgk7+EeAjJQ0JYtxKuDkx7vi69Z+1gUWZLws4fo/u6/0HnT5UOzWblqmiYPn06gwYNwtHRkenTpz+y7ZtvvmmWwIT52MlE6OJBrYGnZ8APzeH0Ojg4D2q/oHRUQhQJkoeEsD1h5X14q20lpv57ivcz+lEr4n0qBDaE6t2UDs0m5apomDp1Kr1798bR0ZGpU6c+tJ1KpZI36yJIIxOhiw/fytBqLKyfCGvGQPnW4BagdFRCKE7ykBC2aWibCuyMvMH2szcYkvEm/yx9Gyf/asZ8KQpVroqGyMjIB94WxYP0NBQzTd6EY0vhygFY+Tb0+kOGKQmbJ3lICNukUav4+vnaPDFtCydvBTExuRufzn8ZBm4AB1elw7MpeV49KUt6ejonT55Ep9OZMx5hARqZCF28aOzgme9ArYUTK+DoEqUjEqJIkjwkhG3wc3Nk2vN1UAHzMtuwNNZHlihXQJ6LhuTkZAYMGICzszPVqlUjKioKgGHDhvHppzI5pSiy00hPQ7HjXw1ajDLeXvUO3JZNqoTIInlICNvTtEIJhrWpAMC7GQM4d2gb7PpJ4ahsS56LhnHjxnHw4EE2btyIo6Oj6f527doxf/58swYnzCNr9STZp6GYaTYS/KtD8g1YNUrpaIQoMiQPCWGb3mpXiUYh3tzGiSEZb5K6ZgJE7VQ6LJuR56Lhn3/+4dtvv6VZs2ao7hlnXa1aNc6ePWvW4IR5mOY0SDde8WJnb1xNSaWBo3/DsWVKRyREkSB5SAjbpFGrmP5CHXxc7DluKMuH6S/Awr5w69rjv1kUWJ6LhmvXruHn55fj/tu3b2d78xZFh0YmQhdfpWpDs+HG2yvfhuQ4JaMRokiQPCSE7fJ3d+SrXrUBmJvZjhXxQbCoH2TK3CZLy3PRUL9+fVauXGn6OusNetasWYSFhZkvMmE2siN0MddiNJSoDLevwppxSkcjhOIkDwlh21pW8uWNVuUBGJsxiPPnTsF/kxWOyvrleUfojz/+mM6dO3Ps2DF0Oh3Tpk3j2LFjbN++nU2bNlkiRlFAd3saZJ+GYknraFxNaXZ7ODTPuKlNpY5KRyWEYiQPCSFGtq/E7vNx7D4PQzPeZPGWCTiUaQDl2ysdmtXKc09Ds2bNOHDgADqdjho1arBu3Tr8/PyIiIigXr16lohRFJCdTIQu/srUh8ZvGG8vfwtS4hUNRwglSR4SQthp1Ex/oQ5ezlqOGEL4WNcb/h4MN2UfF0vJc08DQPny5Zk5c6a5YxEWInMarESb9+Hkaog7C+veh6e/VToiIRQjeUgIUdLDia+eq02/Obv5NbMjjZOP0WlRP9QlhysdmlXKdU9DYmJirv6JoidrnwaZ01DMaZ3uFAoq2P87nN+mdERCFCrJQ0KI+7Wu4sdrLcoBMFr3GlExV6l58VeFo7JOue5p8PT0fOSqFAaDAZVKRWZmplkCE+ajVklPg9UIbgL1XoG9v8C/H8CAdSCrxQgbIXlICPEgozpWZs+Fm+y9AG9kDGfxjQmoDvwBDfopHZpVyXXR8N9//5luGwwGnnjiCWbNmkXp0qUtEpgwHxmeZGVajYWD8+DSLji1Bip3VjoiIQqF5CEhxINoNWq+fbEOXaZv5ejtskzU9eHjNWOgTD0oWVPp8KxGrouGli1bZvtao9HQuHFjypUrZ/aghHllLbmql83drINbADR6DbZ9Des/hIodQZ3nNQ2EKHYkDwkhHqakhxNf96pN31928VdmWxqkn6Tbgpdh0CZw8lQ6PKsgnzRsQNbwJJnTYEWavgUOHnD1KBxZrHQ0QgghhOJaVPJlaCvjRYT3Ml7l1I0M+OcNkIumZiFFgw3IGp6kl6LBejh7Q9Nhxtv/TYbMDGXjEUIIIYqAIa3KU8lDTwr2DM4Yya0T62HbNKXDsgoFKhoeNSFNFB2aOz/lTKm0rUuj18HF17gm9f7flY5GCEVIHhJC3EujVtG3oh5/dwfOGUoyLuNVDP9OgvNblQ6t2Mv1nIZu3bpl+zo1NZXBgwfj4uKS7f4lS5aYJzJhNpo7490zZXM36+LgCi3egdWjYdPnUOsF47KsQlgpyUNCiNxw1cK052rS++c9LNc3oaHuBC8v6g+vbTbOCxT5kuueBg8Pj2z/XnrpJUqVKpXjflH0aLKWXJWeButT7xXwCIKkK7BLNroS1k3ykBAit+oFezG2UxUAPtT14WCiCyzqD5k6hSMrvnLd0/DLL79YMg5hQVkL68iSq1bIzsG4BOvSN2DrV1CvLzjKhyZhnSQPCSHy4tXmIew+H8e6Y7G8kTGclefH4bnhQ2g/UenQiiWZCG0DNLLkqnWr2QtKVIKUmxAxQ+lohBBCiCJBpVLxRc9aBHk7E20owdsZr6PfOg1OrFI6tGJJigYboJElV62bxg7avG+8HTEDbl9XNh4hhBCiiPD4f3v3HR5Ftf9x/L3ZNEoSSkjovRcREAQRFAERQUQRFQGxcQGBq6DYL4peRf3Zpei1F7gCCnJpCiogCIgiKoqA9B5EIPQkuzu/P06WTShJSDaZSfbzep482d2Znf2es8mcOXWKRTChb3Miw8P42tecN7zdYcZgOLDZ7tAKHVUaQkBYek+DZZm7qEoR1KAHVLgQUo/CkpfsjkZERMQxGleKY0yPRgC84LmJ5ccrwtRbIe2EzZEVLqo0hAB3hiUJNa+hiHK5oOO/zOMf3obknfbGIyIi4iA3t6zC9c0r4SOM4Z572Ldnu1l9UHJMlYYQ4O9pAA1RKtJqdYRqbcGbAoufszsaERERx3C5XPy7Z2PqJpZkvxXL8NTheFZ9DKsn2R1aoaFKQwgIz1Bp0GToIszlgo6jzePVk2D/RnvjERERcZDikeFM7NeCEpFuvrca8pKnN8wZCXvX2B1aoaBKQwhwh2l4Usio2hrqdAHLC4uesTsaERERR6lVriTP9roAgAnea/kmpb6Z33Ay2ebInE+VhhAQlmFOg89nYyBSMPwrKf32mVpPRERETnNN04oMaFMNgBGeYezYfxhmDjUrxsg5qdIQAjL1NOgfouircAE0ut48/ubf9sYiIiLiQI90a0DTynEkW8UZ5rmXlLXzdK+jbKjSEAIy1Bk0PClUdHgUXG7Y8AVs/97uaERERBwlKtzN+L7NiSsWwS++mjzt6QcLRsO25XaH5liqNIQAl8ulu0KHmvja0Kyvefz1k+pyFREROU3l0sV5+aamAHzovZJZnpYw7TY4us/ewBxKlYYQ4b9Xg3oaQshlD4I7CrYthY1f2R2NiIiI41xRP5GhHWoB8JBnEBsPh8Gnd4DXY3NkzqNKQ4jw9zSo0hBC4ipDq4Hm8dz7IfW4vfGIiIg40IhOdWldswzHrCiGeEZyfMtKWKg5gadTpSFEhKvSEJoufwhiK8HBrbD4WbujERERcZxwdxiv9WlGQkwUf/oq8kjanVhLXoZ1c+wOzVFUaQgRbrepNOiO0CEmKga6vWgeLxsHe361Nx4REREHSoiJZtwtzXGHufjcdymTvB1hxmD4e5PdoTmGKg0hQnMaQli9rtCwp7nh26x/gs9rd0QiIiKO06pGGR68qh4AT3pv49cTZWFKf0g9ZnNkzqBKQ4jwz2nw6O5uoanrcxAVB7tXw/dv2h2NiIiIIw1sV5MrGyaSarkZ4rmPg0nbYPYIrUKIKg0hwz+nQXWGEBVTHjqPMY+/+Tcc2m5vPCIiIg7kcrn4v95NqVa2OLt8ZRiZdje+X6bCD2/bHZrtVGkIEYE5Dao1hKzmA6DqJZB2DObcp1YTERGRs4grFsGEvs2JCg9joe9CJnh7wBcPw44f7A7NVqo0hIjwMPNVayJ0CAsLg2teBXck/Dkf1nxqd0QiIiKO1KhiHE9d2xiAlzy9+S6tLkwbAMf22xyZfVRpCBG6T4MAUK4utH/APJ73QEif/ERERLJyY8sq3HhRZXyE8U/vPexNPm5u/BaiC4qo0hAidJ8GOaXtPZDYGE4cgHkP2h2NiIiIYz15bWMaVIjlb19JhnnuJW3zUjM3MASp0hAiAqsnqdIQ8sIjocfr4AqD3z6F9fPsjkhERMSRoiPcTOzbnJiocH701uFZTx9Y+lJI3vhNlYYQEehp0ERoASo1hzbDzOPZI+Fksr3xiIiIOFT1+BK8cGNTAN7xXs1cb6uQvPGbKg0h4lRPg1c9DZLu8oehTE04shsWPG53NCIiIo7VpVF5BrWvCcAD3rvZfKJ4+o3fjtscWcFRpSFE+FdP0pwGOSWyOFzzmnm86j3YssTeeERERBxsVJd6tKpRhqO+SIZ47+dE0p8w+96QWcJclYYQ4e9pSFOlQTKq0Q5a3G4ez/pnSLWYiIiInI9wdxjj+jQjvmQU670VedRzJ9YvU0Lmxm+qNIQI96k7QqvSIKfpPAZiKsKBzbBorN3RiIiIOFZCbDSv92lGmAume9vxX+8VIXPjN1UaQoRWT5Jzio6D7i+Zx8vHwa6f7I1HRETEwdrUKsuoLvUBeMJ7O2s8lUPixm+qNIQIrZ4kWarXFRrfAJYPZg4DT6rdEYmIiDjWoPY16dQgkVTLzRDv/SQnHyryN35TpSFEqKdBstX1OShWBvb9Dt+9anc0IiIijhUW5uLF3k2pUqYYO72lGekZhm/zt0X6xm+2VhrGjh1Ly5YtiYmJISEhgZ49e7J+/fpM+5w8eZKhQ4dStmxZSpYsSa9evUhKSsq0z/bt2+nWrRvFixcnISGBUaNG4fF4Mu2zaNEimjdvTlRUFLVr1+b999/P7+Q5SrhbcxokGyXioevz5vG3z8O+dfbGI1IAVA6JSG7FFY9gYt8WRIaH8bW3KW94uxfpG7/ZWmlYvHgxQ4cOZcWKFSxYsIC0tDSuvPJKjh07dmqfESNGMGvWLKZNm8bixYvZvXs3119//antXq+Xbt26kZqayrJly/jggw94//33GT169Kl9tmzZQrdu3ejQoQM///wz9957L3fddRdffvllgabXTu70JVfV0yBZanID1OkC3lT437Ai3c0qAiqHRCRvGleK48kejQB4wXMzy7wNi+6N3ywH2bdvnwVYixcvtizLsg4dOmRFRERY06ZNO7XPH3/8YQHW8uXLLcuyrLlz51phYWHW3r17T+0zceJEKzY21kpJSbEsy7IeeOABq1GjRpk+66abbrK6dOmSo7h27NhhAdaOHTvylD7LsqzU1FTr888/t1JTU/N8rPNx7yerrWoPzrb+s3hTgX7u2diVB07i6Dw4tMOynq5kWY/HWtbSV/PtYxydBwVky5YtQTu3SHA4tRyyrOCWRXYpSv/3Sosz2ZEWn89n3Tf1Z6vag7OtFo9MtfaMrmZZ49tYVsrRPB+7INKT03OLo+Y0JCcnA1CmTBkAVq1aRVpaGp06dTq1T/369alatSrLly8HYPny5TRp0oTExMRT+3Tp0oXDhw/z+++/n9on4zH8+/iPEQo0p0FyLK4yXPWMefzNvzVMSUKKyiEROV8ul4unrm1M/fIx7PcWZ6j3ftKS1sGse4rUjd/C7Q7Az+fzce+999K2bVsaN24MwN69e4mMjKRUqVKZ9k1MTGTv3r2n9sl4ovZv92/Lap/Dhw9z4sQJihUrlmlbSkoKKSkpp54fOXIEAI/HQ1paWp7S6X9/Xo9zvsIwf7SpaXlPQ17ZlQdO4vg8aHwz7t9nErbpK3wzBuEdMA/cEUH9CMfnQQEI5bQ7kZPKIcjfssguRen/XmlxJrvSEu6CcTc35bo3VrDqZA3GWn0ZveZDvBWa42s5MNfHLYj0nD7/6lwcU2kYOnQov/32G0uXLrU7FMaOHcuYMWPOeP3rr78mPj4+KJ+xYMGCoBwnp3btDAPC+GP9euYed0bLcUHngRM5OQ+ii11DB/dyIvf8zPoPhrKhfM98+Rwn50F+27+/aK/pXdg4qRyCgimL7FKU/u+VFmeyKy03VXPx9no373qvonnYeq6e/xgrthzjQMm6eTpufqYnp2WRIyoNw4YNY/bs2Xz77bdUrlz51Ovly5cnNTWVQ4cOZWrlSUpKonz58qf2WblyZabj+Ve1yLjP6StdJCUlERsbe9bWnYcffpiRI0eeer5r1y4aNmxIx44dqVSpUp7SmpaWxoIFC+jcuTMREcFtuc3Kj3PW8V3SdmrWqsPVnWoX2OeejV154CSFJQ9ctSJh5hDqJ/2P2lcPh/JNgnbswpIH+Wnr1q12hyDpnFYOQf6WRXYpSv/3Sosz2Z2WqwH3/D95c8kWHvTeTX3Xw1y65y08d34DJROzff/pCiI9u3btytF+tlYaLMti+PDhzJgxg0WLFlGjRo1M21u0aEFERARff/01vXr1AmD9+vVs376dNm3aANCmTRuefvpp9u3bR0JCAmBqY7GxsTRs2PDUPnPnzs107AULFpw6xumioqKIioo69fzw4cMAhIeHB+0Li4iIKNA/5shwNwCWy+WYE0JB54ETOT4PLuwDG+bi+mMWEbOGwT8WQnhU9u87D47Pg3wUqul2EqeWQ1AwZZFditL/vdLiTHamZdRV9fl112GWb/6bwb4HmXnkAUrMGAgD/pfrob75mZ7w8JxVB2ydCD106FA+/vhjJk+eTExMDHv37mXv3r2cOHECgLi4OO68805GjhzJwoULWbVqFbfffjtt2rShdevWAFx55ZU0bNiQ/v3788svv/Dll1/y2GOPMXTo0FMn28GDB7N582YeeOAB1q1bx4QJE5g6dSojRoywLe0FLXBH6KIzIUcKgMsF3V6G4vHmpm+LnrU7IpGgUjkkIsEW7g7jtT7NSIyNYqOnHA9678batgwWjM7+zQ5ma6Vh4sSJJCcnc/nll1OhQoVTP1OmTDm1z8svv0z37t3p1asX7du3p3z58kyfPv3UdrfbzezZs3G73bRp04Z+/fpx66238uSTT57ap0aNGsyZM4cFCxbQtGlTXnzxRd5++226dOlSoOm1k3/1pDSvz+ZIpNApWQ66v2wef/cK7PjB1nBEgknlkIjkh3IxUUzo25zwMBezPS1539sFVkyA3z6zO7Rcs314Unaio6MZP34848ePP+c+1apVO6Pb93SXX345q1evPu8Yiwr1NEieNOwBTW6ENVPh88EwaAlEFrc7KpE8UzkkIvmlRbUyPNqtAWNmreVpb3+ahG3hopnDIaEhJDSwO7zz5qj7NEj+0R2hJc+ufh5iKsLfG+GrJ+yORkRExPFuu6Q63S+ogMcKY6hvFH+lumFKPziZbHdo502VhhAR7k7vafCq0iC5VKw0XPu6ebzyTdi8yNZwREREnM7lcvFcrwuonVCSJE8JhvtG4dm/GT6/G3yFa8i4Kg0hIlx3hJZgqN0JLrrDPJ45rFC2lIiIiBSkElHhvNGvBSUi3axIq8ULvj6wbraZJ1iIqNIQItyn5jQUrlqtOFDnp6B0dUjeAV88Ync0IiIijlc7oSTP39AUgDfSuvGl9yL45inYtNDmyHJOlYYQ4e9pSFNPg+RVVEnoORFwwc8fw7qsJ3+KiIgIdLugAndeau4Fc79vOFu8CfDpHXBoh82R5YwqDSEi3J0+EVpLrkowVLsELhlmHs+6B479bW88IiIihcBDXevTsnppjngjGGI9xInjR2Fqf0g7aXdo2VKlIUQElly1ORApOjo8BuUawLF9MGcE5GDpShERkVAW4Q5j3C3NiS8Zxbq0BB61hmDtWg3zHrA7tGyp0hAiNKdBgi4iGq6bCGHhsHYmrPnU7ohEREQcLzE2mnG3NMMd5mJ66sVM8naCnz6Anz60O7QsqdIQIvxLrmr1JAmqis2g/SjzeO59cHi3vfGIiIgUAq1rluXBq+oB8KTvNn721YI598Nu594AUpWGEOG/uZvuCC1B1+4+qHChWX71f8M1TElERCQHBraryVWNypPqC+Nu6yEOeCJhyq1w/IDdoZ2VKg0hQvdpkHzjjoDr3gR3FGz8Cla9b3dEIiIijudyuXi+9wXUiC/B7rQS3MMovId2wGd3gs9rd3hnUKUhRATmNKjSIPkgoT50HG0ef/koHNhsbzwiIiKFQGx0BG/0a0GxCDdLUmrziu9m2PQNLHzG7tDOoEpDiDjV06DlkyS/tL4bqrWFtGMwpT+kHLE7IhEREcerVz6Gsdc3AeD1tGv4wnsRLHnBcTd+U6UhRPjv05DmVU+D5JOwMLj+P1AiAZJ+g8/ucmT3qoiIiNP0bFaJ2y6pDsB9vn+ywVcJZgyCY/vtDSwDVRpCRMSpOQ3qaZB8FFcZ+vzXzG/Y8AUsGG13RCIiIoXCo90a0KZmWY55wxnoe5hDR47inu2cBUZUaQgR6mmQAlP5InP/BoDl4zQxWkREJAci3GGM79ucyqWLsc1ThuFp9+D782tq/rXA7tAAVRpChv8+DWma0yAFoXEvuPwR83jOfbB5sb3xiIiIFAJlSkTyn/4XmYnRvsY857mZhrs/McN+baZKQ4iISL9Pg0c9DVJQLnsAGt8APg9M7Q/7N9odkYiIiOM1rBjLC72bAvCWtzuzPBcTPmMgpB63NS5VGkJE4I7Q6mmQAuJywbXjoXIrc+O3yb0de8MaERERJ+l2QQWGdqgFwINpA1nzlwe+eMjWmFRpCBER6XMaUj2qNEgBioiGmydBXFVz74Yp/cCTYndUIiIijndf53p0qBdPCpEMSh3JvlWfw9qZtsWjSkOIiHDrjtBik5IJcMsUiIqFbd/B/5yzEoSIiIhThYW5ePGGJiQWs9hDWYak3kvKzJGQvMueeGz5VClw/tWTNKdBbJHYEHq/Dy43/DoFFo21OyIRERHHi4mO4K56XmKi3Kyy6jH66HVY0wfZch8kVRpChP8+DWma0yB2qd0Rur9sHi9+Dtevn9gbj4iISCGQUAxevakpYS6Y4u3Ah5uKwXevFngcqjSECP+cBssCr4YoiV1aDIBLRwDgnjOC+CNrbQ5IRETE+drVieehrvUBeNLTn2VfTYddqwo0BlUaQoR/9STQvRrEZleMhkbX4/Kl0WrLa7B/g90RiYiION7AdjW57sKKeHFzd8owtk8ZBSlHC+zzVWkIEf6eBlClQWwWFgY9J+Kr3IoI73HCP7kZju6zOyoRERFHc7lcjO11ARdULMEhYhj4V2+OzX6kwD5flYYQER4W6GnQZGixXUQ03t4fcTQyAVfydvjvzbbftEZERMTpoiPc/GdAa8oVd7HeqsrIVaXxrZleIJ+tSkOIcIe5cKXXGzQZWhyheFlW1LoPq1hpMy5zxj9Af5siIiJZKh8XzRsD2hDp8vGlrxWvfboADu3I989VpSFEuFwuIsLM152mngZxiGPRFfDe8CG4I+GPWbDgX3aHJCIi4ngtqpXm39c1AeCVlO588cGz+b4MqyoNIcQ/GdqjOQ3iIFbVNnDtBPNk+Tj44W17AxIRESkEbmxVndtalAZg5J4rWDd3fL5+nioNIcQ/GVo9DeI4F/SGDo+Zx3NHwYb59sYjIiJSCDx2fWvaJno4TjQDv4vhwJ8r8+2zVGkIIRHpPQ1aPUkcqf39cGFfsHzw6e2w51e7IxIREXG0cHcY4wZeRdWoo+ywEhj60QrSjifny2ep0hBCwtPnNGj1JHEklwu6vwI12kPqUZh8IyTvsjsqERERRytdMoq37riUEq4UlqfW4uk3P8yXzwnPl6MWMb70FV327NmT52N5PB7279/Prl27CA8v2Oy3Uo/hS0lh157dlOZIgX52RnbmgVMoD7LIg7bPwo5+sGsjjL8WbpkG4RH2BZqP/OcUn1aNkhwIZllkl6J07lNanKkopQVynp4SbnjsInhw6XHe3V6eiu+9x9WdO+foM3JaFhX+3CwASUlJALRq1crmSIKj6yt2RyCSU6vg0Zp2B5HvknbtoGrVqnaHIQ5X1MoiEck/g3LxnqSkpCzLIpdlWRqrkg2Px8Pq1atJTEwkLCyPI7pSjsD4VjB0JUTFBCfAwkZ5oDwA5QHgO5FM0vOtaPbyDsJLlrE7HHG4oJZFdilK//dKizMVpbRAgaTH5/ORlJREs2bNsuzNUE9DDoSHh9OyZcvgHOzkYYgNg0qVIDo2OMcsbJQHygNQHgCcjKVqpXAoAl3okv+CWhbZpSj93ystzlSU0gIFlp6c9HYX0qYKEREREREpKKo0iIiIiIhIllRpKGjhUXDZQ+Z3qFIeKA9AeQDKAwk9RelvXmlxpqKUFnBUejQRWkREREREsqSeBhERERERyZIqDSIiIiIikiVVGkREREREJEtaHDwYlrwIf8yC/X9CeDRUuRg6j4H4OoF9Zt0DmxfBkb0QWcLs02kMlKsb2GfXKvjqCdj9C7iASi2g85NQvkkBJygXcpIHfpYFk26AjV/BTZOgQffAtkM7YM5I2LLE5NOFfaDjE+AuBH+qwciDvWtg6cuwfQUc/xtKVYWL7oDWQwo2LbkVrL8Dv+MHYGJbOLIbHtwGxUrlexLyLJh5sHoSLB8Pf280N/Vp1BO6vVggyRDJsR/ehh/ehUPbzfOE+nDZg1Cns3mek/LPKef+YKTlibgzj9vrHWhyQ76Hn0l2afErDGVyMNLilO8Fsk/Pe91g29LM72lxO1zzSuC5Dd9NIbgSKwS2fgctB0Kl5uDzwNdPwkfXwdDvzRcJUOFCaHIjxFWGEwdh0bNmn3t/hTA3pByFj3tBvauh20vmOAufgY+uh5FrwR1haxKzlZM88FsxAVMrOo3PC5NvhJIJcOd8OJoEMwZBWAR0erxAkpEnwciD3T9DiXJw/X8gthLsWGkKKZcbLv5HQaQib4KRBxnNHAaJjUylobAIVh4sGwfLx0Hnp6ByC0g9HihgRJwkthJ0egLK1jIXbb9Mhv/2gcFLIKFB9uWfk879eU2L37UToHanwPPos1yw5rfs0uJXGMrkvKbFzwnfC+QsPc0HQIdHA++JKBZ4bNd3Y0nwHf3Lsh6PtawtS8+9z541Zp+/N5nnO1eZ54d2BPbZ+5t5bf/G/I03P5wrD3b/Ylkv1Lesw3vN9rWzAts2zLesJ0pZ1pGkwGsr37asZypbVlpKwcQdTLnJg7OZPdKy3uuWf3Hmp7zkwcq3LOvdqy1r0yKzz/GDBRJy0OUmD44fsKynEi1r08ICDVUkaMZWtaxVH5x92+nln9PP/eeTFsvK2XndLqenpTCXyeeTFsty9vdiWZnT8+7VljX3wXPva9N3ozkN+eFksvldrPTZt6ceg58nQalqEFvZvBZfB4qVgZ8+Ak8qpJ0wj+Prmf0Km7PlQepx+Owu6PYCxCSe+Z4dKyGhkak5+9XuCCmH4a8/8jfe/JCbPDjrcQ6f+2/J6XKbB/vWweLn4bo3wFXIT1O5yYNNC8HyweE9MK4lvNgApg6A5J0FE7NIbvm8sOZTSDsOlVuduf1s5Z9Tz/25SYvf3PvhuRrwnw6mLLd7dfuzpaWwlsm5SYuf074XOPff2ZqpJtbxrc3Q9dTjgW02fTcanhRsPh988TBUaQ2JDTNvW/kWLHgc0o5B2Tpw6+cQHmm2RcXAbXPgk1vg2+fNa2VqQf/phWM8f0bnyoMvH4YqraB+t7O/72gSlCyX+bUS6f8QR/flT6z5Jbd5cLrt38Pv0+GWqfkTZ37KbR54UuCzO82wnFJV4ODWAgk3X+Q2Dw5uNZWGJS9C12chKg6+eQo+7AlDlgXOGyJOkfQ7vN0ZPCchsqQZT55QP7A9q/LPaef+vKQFzJCSGu3NcJJN38Cc+0wFo/XgAk9KlmkpbGVyXtICzvpeIOv0NLnBlH8xFcx+Cx438+RunmS22/TdFLKr0UJg7n2w7w+444szt11wI9S6wkygWvY6TLsN7pgPEdGmZ+F/w6Bqa7jhHXOxsew1mHQj/GNh5rFsTne2PFg3F7Z8C4OW2BdXQQpGHiSthU/6mDtB1u6YP3Hmp9zmwVdjIL4uNL0p/2PMb7nNA8sHvjTo+lzgu7/hXXihDmz9NvOYXBEnKFvHjMdOOQxrZ8Lng+G2uYGLoKzKP6fJa1oueyBwrApNTQvxstfsuTg9V1oObC58ZXJe0+Kk7wWy/ju76PbAfomNoGQifNjDpLVMTXviRZWG4JpzP2z4Em6fC3GVztweHWd+ytaCyi3huWqwbrapUa6ZZiY53vkVhKUPx+j1Tvo+c+yZ3Z8b58qDLd/CgS3wbNXM+0/tD1UvgdvnmH+KXT9l3n4svcacsQvO6fKSB3771pkTRIvb4LJRBRJ2UOUlD7Z8C/t+hzEz0zemdx8/XxPa3w8dHimQJORZXvIgprx5rVyG1s0S8VC8rIYoiTOFR5qyDaBiM3Mu/34iXPOqeS2r8s9p5/68pOVsKl9kRhB4UiA8qmDS4HeutIQXK3xlcl7ScjZ2fi+Q/d9ZRpUvMr/9lQabvhtVGoLBsmDuKHPSuG0OlK6ekzeZ93lSzNO0E2bstivDrH9XGOByxpi77GSXB5eOgOa3Zn5tYhvoMhbqXWWeV2kFS16Ao38Fut02LYSo2MwXT04VjDwA0zL9wTXQtA90HJ3vYQdVMPLgpg8h7WRg++6fYOZQ01pfuka+hh8UQflfaG1+//1noMJx/IBZhjeuSr6GLxIUls/Mzzv7xszln9PP/eeTlrPZ+ytEl7LnwvR0/rRc/kjhL5PPJy1n46TvBbL+O9u7xvwumd6gZNN3o0pDMMy5z0xi6TPZjEs7kmRej441w4oObDHj0mtdAcXj4fBusxZ/RDTUudLsW7MDzP+XOdbFg8wfz9KXISwcarSzL205lV0exCSefXJSXOXARVWtK8wf+4x/mPtTHE2Cb/4NLe9yzj91VoKRB0lrTYWhdkdoMyxwjDC3aWl2umDkweldr8f/Nr/j6xaO+zQEIw/ia0O9bjDvIdPqFBUDX6cP26rRvsCSIpIjXz0BtTubv+HUo6bnfOtSMycvJ+Wfk879eU3L+nlmTHnllib2zQthyUtwyfCCTUd2aSlsZXJe0+Kk7wWy+TvbbMqQOp3NAjlJv5s5G9XaQvnG5v02fTeqNATDj++Y3++fNgHn2gnQrK+5wdO25bBiIpw4ZLqOql0Cdy4I1BDL1YVbPoFFz5mJMS4XVLgA+n0WGKrgZNnlQU6EueGWKTB7pMmDyOKmtT3jOsVOFow8WDsTju+HX6eYH7+4qjBiTXDizE/ByIPCLlh5cN0bpqCY3Nv0OlZra84HTr9ni4SeY3/BjMFwdK9p6UxsZC5+al1hVgDLrvxz0rk/z2mJgB/egi8fMT0QZWpCl6eh+W3OSktOFJbvJSec9L1A1ulJ3mluILhigpl3EVcJGvSA9hmGKtv03bgsqzCMfREREREREbsU8gXQRUREREQkv6nSICIiIiIiWVKlQUREREREsqRKg4iIiIiIZEmVBhERERERyZIqDSIiIiIikiVVGkREREREJEuqNIiIiIiISJZUaRBn2rIEnogzd93MixlD4L+3BCUkW7zXDeY9lP1+73aFX6flfzwZTbsdlr1esJ8pIuJkB7eZsmvPr3k7zh+z4dULYUzpnJUBTpPTMnzzIhjXEnzegojK2LcOXmwAqccK7jOLCFUaJH/98A48Uwm8nsBrKUfhybLmgjgj/0nmwGaocjHctwGi4/I/xlXvw8S28HRFGFsV3rgUlryY/58bLOvmwrF90LhXcI7382R4p0v2+7UfBd++ACeTg/O5IiI5cWw/zB4BLzWCp8rB/9WBj66D7Svsjix4Zt8LDa+FEWvhikfPvs/eNTD5Zni+FjyVAC83gWm3wdG/CjLSvFkw2pQlYe7gHO+VJrBpYdb7JNSHyhfB8vHB+cwQEm53AFLE1WgPqUdh92qo0tK8tn05lEyEXT9C2kmIiDavb10CcVWgTE3zPCYx/+P76SP44mHo+hxUawveVEj6Hfatzf/PDpbv34AL+0JYkNoA1s2Bel2z3y+xIZSpAb9OhVYDg/PZIiLZmdLfnKuvmwilq5uL5C2L4PgBuyMLjpSjcOwvqN0RYiucfZ9j++GDHlD3Kug/3TSwHdoO6+dB2jGgXIGGnCvblsOBrdCgR3COt/c3OJEM1S/Nft9m/eB//4RLR4Jbl8I5pZyS/BVfB0qWNxUCf6Vh6xKodzVs+RZ2/gA12qW/vhSqpz/esgQ+6A4PboNipWD1JHNx3/td8zt5F1RtDT0nQEx58x6fF+b/C1Z/bC6gm/UHrKzjWz8PGl0HzW8NvJbQIPM+M4aY1vQKF8DK/4AnFZrcAF2fh/DI9M/2wXcvm16Lo/ugbG3TetKoZ+A4SWthwb/MiTKyONS6ArqMhRJlzfbUYzB7JPwxC6JKwiXDs8/fY/tNPnZ9LvPrT8RB95dh/Rdme6kqcO14KF7WnCh3/wSJjeH6NwOVNDCVuE0LoePj5vnKt2DFBJPf0bFQtQ3c9FFg/7pd4bfPVGkQkYJx4hBsXwa3zQlcHJaqCpVbZN7viTjo9qI5x29dahqqOj+Z+ZycvBO+fNSc81wuqHYJXPUslK4W2GfVB7B8nBl2VKoqXDwo8/lu5yqYfQ/8tcGUHe3vz0EaDpohRxvmmfKkeltTnpStFSj7AD64xvweMDtQTvptXwEph6HH64GL3tLVTUNdRluXmnIx6TcoVhqa9oEr/hV4z8tNoPUQaHN34D0TL4X63aDDw4G8vOY1+HM+bPzaVGSufBrqXx14z4b58MVDcHgXVG5pPic7v30GtS4PNBwCLBxrGq4uHgSLnjV51fRmuPr/zHDY5ePB8kHrwaaMzWj9XFPRckeYCtTcUaaR0ptmvrvOT0HdK82+NTuYY29bCjUvzz5WATQ8SQpCjXamouC3ZYk52VdvG3g97QTs/PHME2NGacfNSeO6N+H2ueaEP/+xwPZlr8PPk+DacXDHl+aE8MfsrGMrmWAqLoe2Z73flsXw13pTUN3wjrmwX/xsYPvSF+GXT8yF+t0roPXdMP0f5oQNpqD74BoofwH8YxH0+8xULqYNCBxj/r9g23fQZzL0n2Heu+eXrOPavhwiikN8vTO3Lf4/c7IdvBTi68Jnd5ou73YjTAxY5qR6ejpjK0C5urDrJ5j3IHR4FIb/aGKu1jbz/pVawK5V4EnJOk4RkWCILGl+1s3J/rzzzdOmFXvwd3DBjfDpHeY8DuZC8qPrTQPNHfPgzvkQWQI+7mUu5MH0oi58xlxkD1sJHUfDwqfNEE4wPQKTb4Ry9WHQYrj84cxl0rl8frfpfe/zCdy1ACwLJt1gYqpyMQxbZfa78SMzTLfKxWceo2Qi+DywbpZ5/9kc3g2TekOl5iYPur0Eqz+Cb/8v+xhPt/g508A25DuocyVMHxjo2UneCVP6mR7qwUtNI9xXT2R/zO3LoWKzM18/uAU2LjBlzg3vmJgn9TbpuX0udB4D3/zbXDNktH6uqewAzLnf/H3cPg+GLINOY8z36xceCeWbmEY8yTFVGiT/VW8H27838xpSjsDeX02loVrbwEX1jpXgTQn0NJyNL81clFdqDhUvNK09mxcHtq+YCO1GQsMeUK4edH/FtI5n5fKHTLfuK03g9RamV+G36abnICN3hGmpT2gAdbtAh0fg+zfNfp4UWPKS2V67kxmy06yvKaR+fM+8f+Vbpqei0+PmgrxCU7P/1iWwf6MpfFZ/BFc+ZVo9EhtBz4mmUMjKoR1QstzZhyY16wuNr4f42tD2XlMxanKjibFcPbh4cCD//TIOTUreaU6ydbuYVpoKTU3rTkYx5c0wgaNJWccpIhIM7nDTw/zzZHi2KrxzJXw1xgxNOV2jntBigDkHXvGYuUD9/k2z7bfppsW6xzhzvi1XD66dYM57/sashc9Al6dNmVK6uvndemjgvL5mWuAYCQ2g3lVwyT+zjv/vTebitsfrpmejfBPo9TYc3gPrZpuL2RLxZt9ipc0wXX+PdkZVWkK7++Czu+D5Gqay892rpjHK74e3IbYSXP2CKXcadDcVm+XjzizjsnPhLaaHvWwtU3lKPWoalsDMXSxTw+RVfB1T9l2YgwVIDu2AmLMMv7J86eVtfVMeVW8Hf/9peoHi65ihRWXrmF50v8O7zdDi2p3M8+SdZjRCYiMTW72rTENlRjHlIXnH+eVDiNPwJMl/1S81Yyx3/2Ra3MvWNifFam1Ni0vaSXPxWrq6GUZzLhHFMw+liSlvxn2CGT50dC9Uuiiw3R1uColztcL4j3HXV2bo0LbvTOXl8yHw04fQb3rgYjyxsRlS5FellTlpHt5phhWlHYcPe2Y+tjfVVBQAktaYHpanK54Zw8Et4Dlh9s8Yf/EyprDLiucEhEeffVtio8DjkunjWxMbZngtATwn4eRhU7myLNjwBfR+32yv1cHMMXm1qTkR1+4E9btnzoeIYuZ32oms4xQRCZaG10KdLmaY0s4f4c8F5oK5x+umscSvcqvM76vSykweBnNOPrDZLNSRkeekOSenHjO/Zw4zQzr9fJ5AY9T+DeY8m3F4TZXTPvN0f62HsHAzEdfPf67/a0PO0u/XcTS0GWZ6iHf+CD++axbxuH2eieuv9SYelyvwnqqt08uuXVmXt6fLWJ5EloCo2ED5u39D5rILss8HSC+/os58vVRViIoJPC+ZYCZKZ2wcK5lghuf6rZ9r0laslHl+8SCYMxI2fWMa4hr0gPKNM39ORDFTdkuOqdIg+a9sLdPaseVbOHkoMMQltgLEVYId35uWndPHYp4uLOK0F1xkO2chpxIbmp9WA2HbHfDeVWasY3YxQWDZtr5Tz2w18Z8QU4+Zlo5OY858f0x5U3jlRvGy517SLlN+uc79mpXe4rRrlSkQ/V3hUTEw6Fvz3Wz6xnTLLxoLAxcGTswnDqbHEZ+7+EVEciMi2swLq3UFXPaAubhfNDZzpSErqcdMj/X1b525rUR84Lze4zUzDDOjYK30EwzFy5hhQ42uM3PR3myXPoz3jZy933WWctSXduZ+Zyt/rfPsrTjducqvs31Wdp+/fp6ZK+nXYoCZ37DhS1N+LXnJ9IRcPCiwz4mDULpG3tIQYjQ8SQpG9XamN2Hr0swrG1S7xIxd3LUKqufgAv1couPMhOtdGcY4ej2w++fzP1a59PkBqRlaIJJ+y9yavvMHM642trLZ3x1lukPL1sr8E1fZ7F+hqVkbulS1M/eJLGFOXGERmeM/cdB0ZWel/AVmaJD/4j0v1s0xrXcZC0R3uOlxuPIpMy700PbMXcL71poKoX8yt4iIHcrVP3Pd/Z0/nPk8vq55XKGpOb+WKHfmOTk6zrRkx1SAg1vP3F66ujlGfF0zJCbt5Lk/84w465nGmYzj8Y8fMMNU/WVPboVHmrLEnw/l6pne84y97dtXQGSMOW+DqSAd2RvYfvKwmfR9PuLrmjI8o+zyAUz55Z9jkhcpR01PfsZKA5jyt+WdcPMkuGSYmdSe0b4/AqMBJEdUaZCCUaOdOVntXXNapeFS+PF9MzQnq0nQOdF6MCx92Ux+/muD6ZrM7h4Cs0fA4udNbIe2w44fYMZg03KesXvVm2ZasvatM6tELBxreiXCwkyL/CXDzapOP082vQa7fzZjZ/0T5loONBf2n91hTq4HNsPGr8zwLJ/XTMZr3h/mjzbzNJLWmm2ubP5FKzQ1rTXbv89T1gHpLTUZllpd/wWseMPcpOjQdvjlv6ZlJ75OYJ9ty02lQkSkIBw/AO93h1+mmHkMB7fC7zPM8KT6p100rv3cLKu9f6OZn7BrFbT6h9nW5EZz7vzkFti2zBxnyxKY+4BZLQ7M+P8lL5nz4P6NpoKw+mNYNi79GL1NS/2sfwbKhuxueFm2FtTrZt6zbbkpE6cPND3v/km8ObH+C/hsoPm9fyPs/xO+S1/hyH+clneZYUhzR5kycd0c0xvTZmhgqE+N9vDrFJMHSb+b4bnn25Ny0R1wYJOZBL7/T3OjUX/Zl5XaHc1k6Lza+JUZ9pxx1at5D5nXD2415fGWJWZeh9/BbWYehFZOOi8aniQFo3o7M34xvq5pwTn1eltIPWImNfmXTs2tNsPhSJI56blcZsnVBt1Ny8m51LzcFAI/vAMnDphCpHJLGPA/0+3rV+Myc7J/r6up4DTuZQoUvyseMy02S14yJ6noOHNB3+4+sz22glmdY8FocxMiT6oZT1q7U6Bi0Pkp00L035tNL8Ylw7KOHczJvVlfWDPVDH/KrQObzU/tjoHXouPMKlGLxprJ3mVrQa93AkvSpp00hVC/z3L/uSIi5yOyhJkPsGK8WePfl2ZazVsMCJxv/S5/2CzrOec+M6G41ztmci2YuVm3z4OvHjcr/6QcNefpGpcFxtO3GGDm0i171SyXHVHcjO1vPcRsjyoJfaaYxqc325mW/U5jYGr/rNPQc7y5qJ18kylPql0CfT81C27kVLl6Zkz+/EdNJSc8EsrUMvM6mt5s9omtCH2nmZX53mhrJlY36595qdJLR5oL6Mk3mXkKVzx6/j0NpaqYlZ6+fBi+/48ZztVxNMwcmvX7mvQ2ZeL+PzM3Rp2v9XPPvLeQ5TUrKB3ebb7P2p3gqrGB7b99aoa2laqa+88NQS7LymqWqIicuk9Dnxy0nNjhSBJMuNjMP8jtCXDZONi8CPp9mvP3/PC26dW59fPcfaaISH55Ig5ummQajsS55j9mVlW85tXcvd/rgRdqQ9/PzrxXx7l4UuH15mbVqqqtc/e5IUrDk0QKu5hEs+Rf8s7cHyO2olmu9nyERZgb7oiIiORGu/vNKn3nuwSs34mDZhncSs1z/p7kHaa8U4XhvKmnQSQ7Tu9pEBGRzNTTIBJ0qjSIiIiIiEiWNDxJRERERESypEqDiIiIiIhkSZUGERERERHJkioNIiIiIiKSJVUaREREREQkS6o0iIiIiIhIllRpEBERERGRLKnSICIiIiIiWVKlQUREREREsvT/5UDMojBW2zYAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 900x450 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "env.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mandioca = SolidMotor(\n",
    "    thrust_source=\"../../data/motors/projeto-jupiter/mandioca_thrust_curve.csv\",\n",
    "    reshape_thrust_curve=(5.8, 8800),\n",
    "    grain_number=5,\n",
    "    grain_separation=0.006,\n",
    "    grain_outer_radius=0.0465,\n",
    "    grain_initial_inner_radius=0.016,\n",
    "    grain_initial_height=0.156,\n",
    "    grain_density=1748.9,\n",
    "    nozzle_radius=0.0335,\n",
    "    throat_radius=0.0114,\n",
    "    interpolation_method=\"linear\",\n",
    "    dry_mass=0.00000000001,\n",
    "    grains_center_of_mass_position=-0.683,\n",
    "    center_of_dry_mass_position=-0.683,\n",
    "    dry_inertia=(0.0000000000001, 0.0000000000001, 0.0000000000001),\n",
    "    nozzle_position=-1.294,\n",
    ")\n",
    "mandioca.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nozzle Details\n",
      "Nozzle Radius: 0.0335 m\n",
      "Nozzle Throat Radius: 0.0114 m\n",
      "\n",
      "Grain Details\n",
      "Number of Grains: 5\n",
      "Grain Spacing: 0.006 m\n",
      "Grain Density: 1748.9 kg/m3\n",
      "Grain Outer Radius: 0.0465 m\n",
      "Grain Inner Radius: 0.016 m\n",
      "Grain Height: 0.156 m\n",
      "Grain Volume: 0.001 m3\n",
      "Grain Mass: 1.634 kg\n",
      "\n",
      "Motor Details\n",
      "Total Burning Time: 5.8 s\n",
      "Total Propellant Mass: 8.169 kg\n",
      "Average Propellant Exhaust Velocity: 1077.193 m/s\n",
      "Average Thrust: 1517.241 N\n",
      "Maximum Thrust: 2472.691294388508 N at 3.26701244813278 s after ignition.\n",
      "Total Impulse: 8800.000 Ns\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mandioca.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this drag curve comes from RASAero II\n",
    "drag_curve = \"../../data/rockets/juno3/drag_curve.csv\"\n",
    "\n",
    "juno = Rocket(\n",
    "    radius=0.0655,\n",
    "    mass=24.05,\n",
    "    inertia=(15.07, 15.07, 0.067),\n",
    "    power_off_drag=drag_curve,\n",
    "    power_on_drag=drag_curve,\n",
    "    center_of_mass_without_motor=0,\n",
    "    coordinate_system_orientation=\"tail_to_nose\",\n",
    ")\n",
    "juno.add_motor(mandioca, 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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zRYsWsfj4eCaVSllUVBSbOnUqe/3119sVOyE9hWOsgz0YCSGEEEL6EeqzRAghhBDSBiqWCCGEEELaQMUSIYQQQkgbqFgihBBCCGkDFUuEEEIIIW2gYokQQgghpA00KGUXcLvdKCkpgVarveA9nwghhBDSOzDGYDQaERMTA5Go9eNHVCx1gZKSkgveW4kQQgghvVNRURHi4uJaXU7FUhdourHkkSNHPG4y2Vvk5OR43LSTtB/lrnMof76j3PmOcue73p47xhjgcoO5XPzD2fhwu8Ccbrid/Hy30wmXyQKpVg1lUmyrZ32MRiOGDRt2wb/dVCx1gaYfglarhU6n83M0LYWHh/fKuPoCyl3nUP58R7nzHeXOdx3JHXO54LLa4DJbGx8WuCy2xmnjPIsVbqsNLqvt3NRy3uumqc0Bt90Bt93e+NzOv272nNkdHf5O0/KyIFEr22xzoS40VCz1A20dWiRto9x1DuXPd5Q731HuWmJuN1xmC5wNZjgbzHA1TU1mj3n2+gYct9rgNFvgMlngMpnhMlvhbHzuNFn4Yshsgdtq9/fXOkckAicRgxOLwIn5qbOuoctWT8VSP3DixAkMHTrU32H0SZS7zqH8+Y5y57tAyh1jjC9WjA1w1pv4qdEEZ70JDmMDnPUNcBrNcDaY+PlGk/Dc1Xx+gxnoxlvBipUKiJQKiFUKSFRKiJRyiFVKiBVyiFUKiBQyiBVyiBRyz6mycSqXQSyXQySXgpNJIZLJIJI3TmXScw+5DJxEApFUDE4sOVcgndc522myYEfq1C77flQsEUIIId2EMQa3xQZHnREOQz2c9Q388zojnHUNcNQ3wFln5KeNy5xNzxunzOnquoBEIkg0Kkg0KojVqnPPNSpI1CrU2SyISIiDWK3iCx+1km+nVkKsVkKs4ueLVUpIGqcihaxFsRJoqFjqB6KiovwdQp9Fuescyp/vKHe+647cue0OOAz1cNTW89M6IxwGvgASpnX1cNQa4air5wugOr748aWfTQsiESRaNSRaNaQ6DSQ6NSTaxqlGDYlOwy/XqCHRqpo9b/ZQqyBSytvsn1NVVYWwsLDOxxtgqFgihBDSb7idTjgNRthr6/gip7YO9po6OGrrzhVCjVO7MM8Il8ncqc/lxGJIgjSQBmkh0fFTaZCWn6drmmr4oqdxuUSrbmyvhlitonH8/IiKpX6grKyM/lPwEeWucyh/vqPcXZjb6eSLmZo62GsMfNFTY0BRzklUSeVCEdQ0317LH/HxGcdBGqSBVK+DVK+DRK/lnwdpIQ1unDa+lgRpIdVrG+dp+0yxQ9udd1QsEUII6RWcJgvs1QY4qmthrzbwjxqD8NzRWBDZa+rgqK6Fw9B64VN/gc+S6DSQBusgCw6CNDgI0pBmz/U6vvjR6yALPvdcotMEfN8c4h0VS/3AwIED/R1Cn0W56xzKn+8CIXcuiw32qhrYq2phq2osgLxOa2GvMcBtsfn0OdJgHaTBQZCF6iENDoJEr4UiLIQvhkL1kIYEnSuEGosfkYT+/HkTCNtdd+hzW8uGDRvw7LPPoqysDCNGjMBLL72EMWPGtNr+o48+wuOPP46CggKkpaXhmWeewZVXXiksnz9/PjZv3uzxnhkzZmDbtm3d9h16WnFxMVJSUvwdRp9Euescyp/vemPuGGNwGIywV9bAVskXQfbKGtgaC6LmD1tVLVwNHe/nI5LLzhU4oXrIQoP5aUgQpKHBkDXND+HbeCt8Tp8+3ety11f0xu2uN+hTxdIHH3yAJUuWYOPGjRg7dizWrVuHGTNmIDc3FxERES3a//LLL5g7dy5Wr16Nq6++Gu+//z5mz56NAwcOeIzBMXPmTGzatEl4LZfLe+T79BSzuXMdE/szyl3nUP5811O5Y4zBUVsPW0U17FU1sFXUnCuGKhtfV50rjjp6GTsnk0IWqoc8LBiysOBzBVCYHrLQkMapXljWFX17aLvzHeXOuz5VLD3//PO44447sGDBAgDAxo0b8dVXX+Gtt97CI4880qL9+vXrMXPmTPztb38DAKxcuRLbt2/Hyy+/jI0bNwrt5HJ5QF+mq1S2Pcw7aR3lrnMof77rbO6cJgvsldWwVdTAVl7FTyurYa+oga2i+tzrqlowh7ND65YEaSEPD4YsLASysGDIw0MgC2983lQUNT4kWnWPd2ym7c53lDvv+kyxZLfbsX//fvzjH/8Q5olEIkybNg27d+/2+p7du3djyZIlHvNmzJiBrVu3esz74YcfEBERgeDgYEyZMgX//Oc/ERoa2mosNpsNNtu5c+v19RfqSuhfiYmJ/g6hz6LcdQ7lz3feciccBSqv4gue8mrP5xXnHh09BSbVayELD4U8gi98mgog+XnPZaF6iOSyrvqa3YK2O99R7rzrM8VSVVUVXC4XIiMjPeZHRkbi+PHjXt9TVlbmtX1ZWZnweubMmbjuuuuQnJyMvLw8PProo7jiiiuwe/duiMVir+tdvXo1li9f3mJ+Tk4O1Go10tPTUVBQAKvVCrVajZiYGJw8eRIAEB0dDcaYEMOgQYNQVFQEs9kMpVKJhIQE5ObmCrGKRCKUlpYCANLS0lBaWoqGhgbI5XKkpKQgJycHAH/zQ5lMhrNnzwIAUlNTUVFRAaPRCJPJhDFjxuDo0aMAgNDQUKhUKhQVFQEAkpOTUVNTg7q6OkgkEqSnp+Po0aNgjCEkJARarRZnzpwBwP8i1dfXo7a2FiKRCEOGDEFOTg5cLhf0ej2Cg4ORn58PAIiPj4fZbEZ1dTUAYOjQocjNzYXD4YBOp0N4eDjy8vIA8PdystlsqKysBAAMGTIEeXl5sNls0Gg0iIqKwqlTpwAAMTExcDqdqKioAACkp6fjzJkzsFgsUKlUiIuLw4kTJwCcG5yuKd8DBw5EcXGxkO/ExERh+4mIiIBEIkFJSQkAYMCAATh8+DBUKhXkcjlSU1Nx7NgxId9yuRzFxcVCvisrK1FfXw+pVIpBgwYhOzu71XzX1tbCYDBALBZj8ODBOHbsGNxuN4KDg6HT6TzybTQaUVNTA47jkJGRgePHj8PpdCIoKAghISGt5jsjIwMnT56E3W6HVqtFRESEkO/Y2FjY7XYh34MHD8bp06eFfEdHR3tss263G+Xl5cI2W1hYKOQ7Pj5e2GajoqLAcZywzbrdbmi1WphMJigUCiQlJbWZ7/LychiNRshkMgwYMEDId1hYGBQKhZDvlJQUVFdXt7rNajQaFBYWAgCSkpJgMBg88t18m9Xr9SgoKAAAJCQkoKGhodV8h4aG4vTp08I2a7VaUVVVJWyzp06dEvIdGRnZ5jbbfB8RHR2N3P0H4a42IIiJYa+oRmnOSUhMFqhsLhiLSuGoqoW7pq5DR4FECjm4YC3EIUFQRUdAHhEKi0wMcYgOsUMGoUECWOVSKCNCMXDIYK/7CAua7SNqKiCpr+n1+wi73Y64uLge2UeUlZUJ++RA2EccPHgQWq22x/YRaWlpKCkp6fJ9RGJUtPB7cOLECQwZOcLrPsJkMrXjNwngGOvGm8V0oZKSEsTGxuKXX37BuHHjhPkPP/wwfvzxR+zdu7fFe2QyGTZv3oy5c+cK81555RUsX75c+KGe7/Tp00hNTcWOHTswdar3+8p4O7IUHx+PgoKCXnmn6+zs7IC5T1JPo9x1DuUPcDaYYC2rgq2sErayKuG5tayKPypUVgVreVWHRnmWBusgjwiFPDKscdr0PATyiDD+dUQoxJq+MbZPV6PtzneBkrvm94ablpcFidr76cX6+nokJSWhrq6uzb/ffebIUlhYGMRicYsip7y8vNX+RlFRUR1qD/D/sYaFheHUqVOtFktyubxPdQL31vmdtA/lrnMCOX/M5YKtsgbWkkq++CmthLWsEramaWNB1JHTYdIQPRRRfLHDgjQISoyFPDIc8shQfn4EXwT19tNg/hbI2113o9x512eKJZlMhlGjRiErKwuzZ88GwB/iz8rKwn333ef1PePGjUNWVhYWL14szNu+fbvHkanzFRcXo7q6GtHR0a226WskNJ6Izyh3ndNX8+e2O/gjP6UVsJZWwFpS2TitgLWUL4Rs5dVgrvZdGSbWqKCIDoc8MgyKqHDIo5sKoHDIo8KgaDxC1LwIqqmpQUhISHd9xYDWV7e73oBy512fysqSJUswb948jB49GmPGjMG6detgMpmEq+NuvfVWxMbGYvXq1QCAv/71r5g4cSL+9a9/4aqrrsKWLVvw22+/4fXXXwcANDQ0YPny5ZgzZw6ioqKQl5eHhx9+GAMGDMCMGTP89j27WklJCe10fUS565zemD+33cEfBSopb5w2FUEVsJ7lp/bKmvatTCQSih5FdDjkUeFQRIc1ThtfR4VBolF3OM7emLu+gnLnO8qdd32qWLrhhhtQWVmJJ554AmVlZcjMzMS2bduETtyFhYUQNRuKfvz48Xj//fexbNkyPProo0hLS8PWrVuF87FisRiHDx/G5s2bYTAYEBMTg8svvxwrV67sU6fZCCE85nLBVlEDa0k5LMXlfEF0trEoOlsOa0kFbJU1QDu6anIyKRTR4VBER0ARE8EfBYppfN04XxYeTCNBE9IP9JkO3r1ZfX09goKCem0Hb6vVCoVC4e8w+iTKXed0df6cRhMsxWWwni2H5Wx547TxdXE5bGWV7Ro0USSX8QVPTCQUMY3T6HAoYiOFQkgaqvdr52ja9nxHufNdoOSu33bwJr4rKytDUlKSv8Pokyh3ndOR/DG3m+8wXVwGS1FTAVTGF0WN0/bcMZ4Ti/l+QLGRUMZG8keFYiKhiOWnyhj/F0LtQdue7yh3vqPceUfFUj/Q0NDg7xD6LMpd5zTPn9vphK20ki+Amgqi4jJYikqFoqg9l89LgrRQxkWdK4ZiI6GMi+QLobgoyCJCAuLUGG17vqPc+Y5y513f36OQC6L+V76j3LUfc7lgLamApaixACoqRd3RXOyrM8NSVAprScWFrx4TiaCIDueLobjIxqIoCsrYpucRPnWW7oto2/Md5c53lDvvqFjqB1JTU/0dQp9FuTuHMQZbRTUshaWwFJbwBVFhKcyFJbAUlsJaUn7B/kKcVMIXPvHRUMRFQRkfDWVcVGNxFAVFdDhEUtotAbTtdQblzneUO+9or9QPHDt2LCBGZPWH/pY7Z4OJL4DOnIX5DF8EWc6chbmwFJbiUrgttjbfz0klfPETHw1lQjTqZSIkjc4U5skjQ8E1u2KVtK6/bXtdiXLnO8qdd1QsEdKPMLcbtrIqmAvONhZEZ2E5U8IXRmfOwl5taHsFTafJEmKgSoiGMiEGyoRoqBJi+GIoKsyjGMrOzkYM7XgJIX0cFUv9QHh4uL9D6LP6Yu7cNjvMRaUw5xfzxVDBWaE4shSWwm2zt/l+aUgQX/wkxECZGANVYoxQHCliozp0mqwv5q+3oNz5jnLnO8qdd1Qs9QPUYc93vTV3LrOVPzKUXywUReb8Ypjyi2E9W97moIucRMyfJkuMgSohFqqkWP7oUFIslAkxkOo0XRZnb81fX0C58x3lzneUO++oWOoHiouLodfr/R1Gn+TP3LksNpgL+GLIdLoI5vwimPPPwpRfBFtpZZvvFauUUCXFQpUcB1ViLJRJfFGkSoyFIjaixy6tp23Pd5Q731HufEe5846KJUL8yO1wwlJYAlNeEUynC2E+XcxPm44QtUESpIUqKRbqlHiokuL4wqixQJKFBff6QRcJIaSvoGKpH6BLQX3XFblruuTedKoQprxCmPP4qel0ESxnStoce0gSpIU6OQ6qlHiokuP4wig5DqrkeMiCe9+tdc5H257vKHe+o9z5jnLnHRVL/UBlZSUSEhL8HUaf1JHcuaw2/pTZyTMw5Z1Bw6kzQoHkajC3+j6xUnGuGBqQAHVyPFSp8VAnx0MaEtSnjxDRtuc7yp3vKHe+o9x5R8VSP1BfX+/vEPosb7mz19TBdLKAL4ZOFMB0ii+MLIWlrXesFomgSoiGOjUBqtQEqFMToE6Jhzo1ocXl9oGEtj3fUe58R7nzHeXOO5+Kpc2bNyMsLAxXXXUVAODhhx/G66+/jiFDhuC///0vEhMTuzRI0jlSqdTfIfQ5jDHYyqrgPHgCBbuPwnTyDBpOFKDhRAEcNYZW3ycJ0kI9IAGaAYn8UaLURL5ASoqFSC7ruS/QS9C25zvKne8od76j3HnHMdbGNcatGDRoEF599VVMmTIFu3fvxrRp0/DCCy/gyy+/hEQiwaefftodsfZa9fX1CAoKQkFBAXS63t+PhJzDGIP1bDlfCOWebiyI8mE6UQCn0dTq+xSxkdAMTIJ6QCLUaUlCcSQLD+nTp80IISQQOE0W7EidCgCYlpcFiVrptV19fT2SkpJQV1fX5t9vn44sFRUVYcCAAQCArVu3Ys6cObjzzjsxYcIETJo0yZdVkm6UnZ3d74evZ4zBXlkD4/HTfFF0/DSMx0+3WRRxYjHEseEIHToI6rREaNKSoE5LgnpAAiRqVQ9/g76Jtj3fUe58R7nzHeXOO5+KJY1Gg+rqaiQkJOC7777DkiVLAAAKhQIWi6VLAySko5wmM18MHTsFY05TYZQHR02d1/acRAxVcjw0g5KhGZjcOE2COjUBx07k0o6DdAhXVQXxwYMQ5+UBVivAcWA6HVwZGXANHQoovf+HSwjpvXwqlqZPn46FCxdi5MiROHHiBK688koAwNGjR5GUlNSV8ZEuEBoa6u8QugVzu2EuOAvj0ZMwHsuDMecUjMfyYCks8f4GkQiqpFho01OgGZTCF0WDkqFOTYBI5v08faDmrqf0l/yJ8vMh37QJ0q1bIS4uBgAwuRxMqQQYA9fQAM7lAhOL4Ro6FPa//AW2G24A2jjs319y1x0od76j3HnnU7G0YcMGLFu2DEVFRfjkk0+E5O7fvx9z587t0gBJ56lUff+UkdNkhjEnD8ajp2A8ehL12SfRkJMHl8Xqtb08MgyawSnQpqdCOzgVmsGp0KQlQazs2FD+gZA7fwr0/IlOnIBq2TJId+yAW6+H/c9/hmXsWLgyM+FOTgaa+q/ZbBDn5EB88CCk338P5aOPQrliBWw33wzLo48CWm2LdQd67roT5c53lDvvfCqW9Ho9Xn755Rbzly9f3umASNcrKipCUFCQv8NoN3u1AfXZJ1B/OJefZp+E+XSR18vyRQoZNINSoMtI44ujIWnQDk6FLKRrvm9fy11vE7D5c7kg37ABytWr4Y6Lg+nll2G/9trWT7HJ5XBlZsKVmQn7/PngSkogf+cdKDZsgPSrr2B+8UU4z+vvGbC56wGUO99R7rzzqVj6v//7vzaXX3bZZT4FQ/ofW2UN6g8dR93hXNQfPo76Iydavc2HPDIM2iEDoBs2ENohA6DNGAB1Sjw4sbiHoyb9mtEIzS23QPLTT7Ddey9/ZKiD/ZBYTAysjzwC+9y5UD3wALTXXQfL3/8O68MPnzsaRQjpNXwqlrxd8db8cmlXG7dvID0vOTnZ3yEAAOy19ag/lIO6g/yj/nAurCUVXtuqUhOgG5oG3dCB0DZO5eEhPRxx78ldXxVw+TMaob3uOohPnEDD55/D+Yc/dGp17sRENHz2GRTPPw/lqlXgrFZYnnwSQADmrgdR7nxHufPOp2KptrbW47XD4cDvv/+Oxx9/HE8//XSXBEa6Tm1tLdRqdY9+pttmR332CRh+P4a6A8dQ9/sxmPOLWzbkOKgHJCJoxCDohqdDN2wgdEMHQqLt2Xhb44/cBZKAyp/bDc38+RCfOAHj55/DlZnZNesViWBduhRMpYJq2TK4o6Jgu+uuwMpdD6Pc+Y5y551PxZK385nTp0+HTCbDkiVLsH///k4HRrqOwWBAXFxct36GtaQCtb8egWF/Ngy/ZaM++wSY3dGinSo5DkGZg6Ebkc5Ph6ZBoum9v5g9kbtAFkj5k7/5JqQ7d8L4ySddVyg1Y7v3XoiKi6F86ik4Jk2CweEImNz1tEDa7noa5c67Lr03XGRkJHJzc7tylaQLiLu4Tw9zu2HMyUPt3sOo3XcIhl+PeO1nJA3RQ3/REOhHZUCXORhBmUMgC+5bI5x3de76m0DJnyg/H8rly2G9/XY4J0/uts+xPP44pDt2QH3ffRC/8EK3fU6gC5Ttzh8od975VCwdPnzY4zVjDKWlpVizZg0yu+E/LtI5gwcP7tT73U4njNknUfPL76jZ/Ttq9x2Gs87o0YYTi6HNGAD9qKHQj8qAfvRQKBNj+/ytPzqbu/4uUPKn/Oc/4Q4JEfoTtQtj4GpqwJlMYGo1WEjIhTtvK5UwvfQSdFdcgRE5ObDTgKg+CZTtzh8od975VCxlZmaC4zicf1u5Sy65BG+99VaXBEa6zrFjxzBkyJB2t2eMoSE3H9X/9yuqf96P2t2/t7gliFitgn50BoLHjEDw2OEIGjkkIG8B0tHcEU+BkD+uvBzSL76AZflyQKO5cPu6Osj++1/I33gD4vx8Yb4rORm2O+6Afe5csDYuzXaNHQvHxIlwvfwy8Oc/d8l36G8CYbvzF8qddz4VS/nNdgAAIBKJEB4eDoVC0SVBka7ldrsv2MZhqEfVD/tQ+f0eVP+4D7byKo/lEp0GwZdkImRcJkLGjYR2aBpEki49i9srtSd3pHWBkD/5u+8CUins7RhwV5KVBc38+YDZ3GKZqKAAysceg/Lpp9Hw9ttwTp3a6npst90G3bx5qD9yBK5hwzoTfr8UCNudv1DuvBP58qbExESPR3x8fI8VShs2bEBSUhIUCgXGjh2Lffv2tdn+o48+Qnp6OhQKBYYNG4avv/7aYzljDE888QSio6OhVCoxbdo0nDx5sju/Qo8LDg72Ot985izyN/4Xe2ffi6whV+LQ3U+g5MOvYSuvgkgpR+ikMRi47F6M+/YtTM35BqPeWYvke/6CoMzB/aJQAlrPHWmfQMif9OuvYb/qKjC9vs12kqwsaG68EbBYwDEG7rwj78I8iwWaG2+EJCur1XU5rrgCzqAgSM/bX5H2CYTtzl8od961+y/eiy++iDvvvBMKhQIvvvhim20feOCBTgfmzQcffIAlS5Zg48aNGDt2LNatW4cZM2YgNzcXERERLdr/8ssvmDt3LlavXo2rr74a77//PmbPno0DBw4IN0ddu3YtXnzxRWzevBnJycl4/PHHMWPGDBw7dixgjpTpmt1/ylpSgdLPtqP08x2oP+zZGV8zMBlhUy5B2JRLEDxmOMSKjt0aJBDp2rh3F7mwPp8/ux3iY8dgv/HGNptxdXX8ESXGwF3gP3PO7QYTiaCZPx912dneT8lJJHCMGAHxoUOdCL7/6vPbnR9R7rzj2Pkdj1qRnJyM3377DaGhoW0OWsVxHE6fPt1lATY3duxYXHzxxcKtVtxuN+Lj43H//ffjkUceadH+hhtugMlkwpdffinMu+SSS5CZmYmNGzeCMYaYmBg89NBDWLp0KQCgrq4OkZGRePvtt3HjBXaQTerr6xEUFISCgoJeuaEdOXIEUZUmFL75ESp37gUad+acWIzgS0Yg8oqJCL/8D1AlRPs50t4nOztbKKxJx/X1/IkPHYJu8mTUb9sG15gxrbaTb9wI5WOPtTia1BbGcbCsWgXbXXd5XW584AHE7diBumPHOhx3f9fXtzt/CpTcOU0W7EjlT3VPy8uCRO19lP36+nokJSWhrq6uzb/f7T6y1Lyf0vl9lnqC3W7H/v378Y9//EOYJxKJMG3aNOzevdvre3bv3o0lS5Z4zJsxYwa2bt0KgP8eZWVlmDZtmrA8KCgIY8eOxe7du9tdLPVWzOVC6Rff4+zKV1BUXsPPFImhH5uJqGumIXLGHyAPC4ZEeu5SUbvd2er6OI6D1Me2DrsLDN7/kHDgIJX52NbhanGhQXMymcSntk6HC27G4HS6vX5Pb21bI5WKhasCnU53m30COtRWIgYn4tu6nG64uqitRCKGyJe2LjdcLs+2zfMnEYsgEotabeux3mZt3S43nG20FYtFEPvS1s3gdLZ+twGxSARp477OOSANjta2d8age/31VtfTFvlrr8E4/zavV8k1xMVDVFYGWK2AQgHGGByO1uMViUSQSESNIV2gLce1+/e+I217yz6iue7eR3RF2/68j/Bo24X7CJej9W3PF32m40lVVRVcLhciIyM95kdGRuL48eNe31NWVua1fVlZmbC8aV5rbbyx2Wyw2WzC6/r6+vZ/kR7EGMPhe55E9oInWi48AeDEb0geFI4580YJs195eiecrexk45KDceMdY4XXb6z9ERZzy4EnASAyVodbFo0XXm9a9xPqDVavbUMjNFiw+NxtI/7zym5UVzR4bavTK3Dnw5OE11te34vys97zr1RJsWjZuU60n7z9G4rza722lUjFWLx8uvD68/cPIj+3EgCwAyUt2i9dNVN4/vVHh3Ei2/v97ADggaemCTvO7VuzcfRAy/U1uffRKVBpZACAH746joN7C1tte8ffLkNQMH8F4k/bT+C3nwpabTv/rxMQFsnf2X7PD3nY/X1eq21vunccouP4U0P7fzmD/9vW+thp1y+8GAkpoQCAw/uKkPVFTos2Tfm79taLkJrOny7POViCbZ9kt7reWXMzMWhYFADg5LEKfPHfg622nTlnKIaO4gfRyz9Zhc/eOdBq26mzBmPkuEQAQHFBDT7896+ttr1s5iD8ofH3vLzWgf88t8NrO5WlHo8VFLS6ntZwjEFcUIA3/rEVFoW2xfKMPDOGAOCsVjCFAhaTA6+s+r7V9WVcFIMr/jQcAP9H/8WnvMcLAAOHRuKPfxkpvG6rbV/cR8y951y8PbGP8Kav7iMSExN7fB/RpCv3EZzDjoxW391x7S6Wzj9C05bnn3/ep2D6itWrV2P58uUt5ufk5ECtViM9PR0FBQWwWq1Qq9WIiYkROo1HR0eDMSYUY4MGDUJRURHMZjOUSiUSEhKEgT0jIyMhEolQWloKAEhLS0NpaSkaGhogl8uRkpKCnBx+wwsPD4dMJsPZs2cBAKmpqSg/WwJxVFib36XBaITJZEJNTQ3q6urAWOuVvMlkgtFoRH19PWpra9u8B6DFYkFdXR3MZjOqq6thd3jfYQKAzWaFwWCAzWZDZWUlbDbvO0wAsDscqKmpgdPpREVFBSwWS6ttnS4Xqqr4q/rKyspgMplabcvcblRUVEAikaCkpAQNRmOrbQGgvLwccrkcxcXFqKtru1guLyuDLkiLoqIi1NYa2mxbWlaKiMgQnDlzBjU13nfaQtuSUkhkUcjPz0dVVdvrLSkphVonQV5eHioq6i6w3hKEhCtw8uRJlJe1nYfSklJEx+uQm5uLklLvf7yEtqWlSBwQguPHj6P4bOs/C75tCdIyInDs2DGUFbW8suz89Q5FHI4ePYry4rbblpWXA0hETk4OKkrajqG8vAys8UKGglOtX/Qhc9haXdYecrvVa7EkYvzvlwNA4enTMNS0/bOoreV/h0pLS2EwtL1N1tXVw2KxoKKiAsYLbOt9cR9RVlYmfD/aR3RsH5Gbm4uKira36b62jzhx4gSGjByBo0ePgjGGkJAQaDQaFBYWtvkzb67dfZYmnzdq7YEDB+B0OjFo0CAhGLFYjFGjRuH771v/78dXdrsdKpUKH3/8MWbPni3MnzdvHgwGAz7//PMW70lISMCSJUuwePFiYd6TTz6JrVu34tChQzh9+jRSU1Px+++/ewymOXHiRGRmZmL9+vVeY/F2ZCk+Pr7X9lna8+//wvn5j6j//VxFLwsPQcQVlyFy5mUIHz9CuLqtLxxi78nTcK2NOUKH2L209XLYvHn++uJpOPkP30N7/fWo3X8A9ljvt4DgqqsRkeH7QH4Vx47zA1aep+6fK5H2+mswnD0LiMV0Gq4D+4jcEzlCvxs6DdexfUR2djYGpw/p+6fhzBb8mD4DQA/3Wdq5c6fw/Pnnn4dWq8XmzZuFywxra2uxYMECXHrppe1dZYfIZDKMGjUKWVlZQrHkdruRlZWF++67z+t7xo0bh6ysLI9iafv27Rg3bhwAvtN6VFQUsrKyhGKpvr4ee/fuxT333NNqLHK5HHJ537lSTDtuODIWzkXdwRwUv/8lyv63A47ScpS89RFK3voI0pAghE8Zh/Bp4xE2aQyk+vYVfM13BhfSfEfXpW2l3dO26Y+DVCq+4PeUdGS9EhHaO2JHR9qKJSKI/d22WSHSpLX8eWvbGpFYBFl3tBVxF/zZNo1xJD1yGEhO8t4oKgKu5GSICgo63MHbnZQEaWS41z5LQadOwjVkCNB4+wmOu3C8TTrSFujY73J3te3KfUTzOwd09z6iy9v6eR/BcVyP7iO6oq2333uno2t7GbX7yFJzsbGx+O6775CR4XlGMDs7G5dffjlKSlo/39oZH3zwAebNm4fXXnsNY8aMwbp16/Dhhx/i+PHjiIyMxK233orY2FisXr0aAD90wMSJE7FmzRpcddVV2LJlC1atWuUxdMAzzzyDNWvWeAwdcPjw4Q4NHdDbr4Y7n9vuQNWP+1D2xU5Ubv8Zjtpmh4hFIuhHZSBs4hiEXnYxgkYOgUjaZ7q2EdLlgjIyYLvhBlif8NL3r1F3XA2nmzABzrFjYQ7wbg2EdAe/XQ13/sorK1t2bKusrLzg+e/OuOGGG1BZWYknnngCZWVlyMzMxLZt24QO2oWFhRCJzlWX48ePx/vvv49ly5bh0UcfRVpaGrZu3epxWeTDDz8Mk8mEO++8EwaDAX/4wx+wbdu2gBljCQCOHz+O9PR04bVIJkXE9AmImD4BbqcThn1HULF9F6qydqPhRD4Mvx6B4dcjOPXcmxCrVQi5ZARCJoxCyPj+M3J3k/NzRzomEPLnHDMG0u++g/Xxx1u9t5t97lwon34azGK54DhLAMBEIkCpbHX8JtGZMxAdPw7n/fd3Kvb+KhC2O3+h3Hnn05GlW2+9FT/99BP+9a9/YUzj2CN79+7F3/72N1x66aXYvHlzlwfam/X2I0sdGTfDUlyGqh/2ovrHX1H982+eR50ASLRq6C8ejuBLRiBk7AjoRqQH9OCVgTLmiL8EQv4k338P7Z/+hPqvv4brkktab9c0gvcFBqZkIhHAcWj44AM4p0zx2ka5fDkkb74J4/HjgCrw7rnY3QJhu/OXQMldrziytHHjRixduhR/+ctf4Gi8gkEikeD222/Hs88+68sqSTcKauOmnedTxkUh/uZrEH/zNWBuN4xHT6J61wHU7DqA2r2H4KxvQNX3u1H1PT+2FSeTImhEOoIvHg79xUOhHz0M8vCWnVX7qo7kjrQUCPlzTpoEV0oKFG+8AVMbxZJz6lQ0bNkCzfz5YI33hmt+Wo41HZVSKtGweXOrhRLMZsj+8x9Uz54NCRVKPgmE7c5fKHfe+XRkqYnJZEJeHj8WQ2pqKtRqdZcF1pf09iNLJpOpS342zOWC8dgp1Ow5iNo9h1C79xDsVS0vXVUmxkA/aij0F2Ug6KIM6DIGQCSXdfrz/aGrctdfBUr+ZG+/DfWSJTBu3QrnZZe12Zarq4NsyxbIX38d4mYD+LqSk2G7807Y5s4F2thPKJctg/zNN1G2YwcUGV05Ukz/ESjbnT8ESu66+shSp4olwuvtxVJ3HVZljMGcX4zafYdh2J8Nw77DaDhRAJx/A1GZFLqhAxGUOVh4qAckgBO170oHfwqUQ9L+EjD5c7uhmT0bojNnUP/zz4C25bhILTAGrrYWXEMDmEYDFhzcap+nJuI9e6C96ipYnnwS+6dMCYzc+UHAbHd+ECi56xWn4QDgt99+w4cffojCwkLY7XaPZZ9++qmvqyV9CMdxUKfEQ50Sj7gbrwIAOOobUPf7MRh+y0bdgaMwHDgKR2096g4cRd2Bo8J7xRoVdMMGIWhEOnQjBiFoeDpUyXF9ooAi/ZBIBPOLL0J36aVQ33cfTG+9JVzS3yqOAwsJ8TqGktfmJSVQ33UXXKNGwbZoEZDT+kjHhJCe5VOxtGXLFtx6662YMWMGvvvuO1x++eU4ceIEysvLce2113Z1jKST4uPje+yzpDoNwiaOQdhEvuM/YwyWwhIYDhxF3cEc1P2eg/ojuXA1mFG7+3fU7v5deK9Eq4Z26EDohg+EbuhA6IYNgnpAgl+vvuvJ3AWiQMqfOykJptdeg3rePKgWLYL55ZeBLto2ubNnob3uOnBuN4yNhVgg5a6nUe58R7nzzqff9FWrVuGFF17AokWLoNVqsX79eiQnJ+Ouu+5CdDTdub63MZvNfuu0x3EcVImxUCXGIubaywEAbqcTphMFqDt0HPWHjqPucC6Mx07CaTS1KKBEChm06anQDhsIXUYatEPToB2cCom6Zzq++jN3gSDQ8ue48kq+YLr7bojKy2F66SWwOO8je7eX5P/+D+pFi8A4DsatW4X1BVruehLlzneUO+98Kpby8vJw1VX8aReZTAaTyQSO4/Dggw9iypQpXu+bRvynurq6VxWxIokE2iEDoB0yAJh7NYDGAurkGdQdOg5j9gm+gDp6Ci6TmT8idbDZKQmOgyo5DtohA6DLGABtRhq0QwZAERvpMXJvV+htuetrAjF/juuuQ0NoKNT33oug8eNhXrkS9ptvvvBpufPV10O5YgUUb70Fx4QJMG3cCBYbKywOxNz1FMqd7yh33vlULAUHBwuDT8bGxiI7OxvDhg2DwWCA2dz2De0I8UYkkUA7OBXawakA+EKcud0w5xej/sgJGI+dEqa28iqYTxfBfLoI5V+euw2PRKeBdkgqtOmp0DSuS5OeAqlO46dvRQKVc+JE1P/yC5SPPQb1gw9C8fzzsC1YAPtNN4GFh7f+RsYgPnYM8jffhOyjjwDGYF67FrbbbgOovx4hvZZPV8P95S9/wejRo7FkyRKsXLkSL730Eq655hps374dI0eOxGeffdYdsfZavf1qOMZYlx9x8SdbZQ2Mx07BePQUjMdOwngsDw0nC8Ac3m/aqYiNFAonbXoKNIOSoR6QBLHywoNpBlruelp/yJ/4wAG++PnsM3BWK1ypqXCNGAHX4MFgajXgcoGrrYXk8GGIDx2CqLIS7uho2G69FbZbbwVr5b/4/pC77kK5812g5K5XDB1QU1MDq9WKmJgYuN1urF27Fr/88gvS0tKwdOnSfncIr7cXSydOnMDAgQP9HUa3ctsdaDhZgIacPBhz8vgCKvc0rCUV3t8gEkGVFCsUT/wjBeqUeI8xofpD7rpTf8ofV1MD6bffQnzoECQHD0J06hQ4qxUQicC0WrgyMuAcMQLOiy+Gc/JkQCptc339KXddjXLnu0DJXa8YOiCk2aWwIpEIjzzyCKxWKzZs2ICRI0eirKzMl9WSbnL+0A6BSCSTQpeRBl1Gmsd8h6EexuOn0dD4MB7PQ8Px03AYjOdO5X39o9CeE4uhTIqFdlAy1AOTYFBKUG9jUKcmQqwKnPsF9pT+sO01YSEhsM+dC8yd2yXr60+562qUO99R7rzrULFks9nw1FNPYfv27ZDJZHj44Ycxe/ZsbNq0CcuWLYNYLMaDDz7YXbESH2nbM4BegJLqdQi5JBMhl2QK8xhjsFVUoyE3Hw25p/np8dNoOFEAZ30DzHmFMOcVAo1F1C+r3wQ4Dsq4KKjTkqBJS4R6YBI0aUlQpyVBFtz7jib2Fv152+ssyp3vKHe+o9x516Fi6YknnsBrr72GadOm4ZdffsGf//xnLFiwAHv27MG//vUv/PnPf4a4o1eEkG4XERHh7xB6FY7joIgMgyIyDGGXXSzMZ4zBVlbFF1AnC2A6eQb1OXkw5xXCUVMHS1EpLEWlwn3xmshC9VCnJUI9gH9oBiRCnZYIZVwUuH7++0Dbnu8od76j3PmOcuddh4qljz76CO+88w7++Mc/Ijs7G8OHD4fT6cShQ4cCokNYoMrLywuI4eu7G8dxUESHQxEdjrBJYwHwQ/+PGzoU9qpaNJwoaCyiCoRiylpSAXu1AfZqA2r3HPJYn0gugyopli+iUhP4x4AEqFIS+s3RKNr2fEe58x3lzneUO+86VCwVFxdj1KhRAIChQ4dCLpfjwQcfpEKJBDxZWDBCwoIRMn6kx3ynyQxTXhFMp87AdLIAplOFaDh1BubTRXDb7I2n+vJbrE8aooc6lb9VjCo1gb9tTGoCVElx7bpKjxBCSM/pULHkcrkgk527UkgikUCjoTFservYZgPdkY65UO4kahWChg9C0PBBHvOZywVLcRlMpwphyitsnJ6B6XQRbKWVcNQYYKgxwPDrkRbrVMRG8kVUcjxUKXGNz+OgSoyFSNb2FVS9DW17vqPc+Y5y5zvKnXcdKpYYY5g/fz7kcv4/X6vVirvvvhtqtdqjHd1It3ehqxt852vuOLFYuM1L+NRxHsucJjPMp4v4Iup0McynC/mjU3mFcNY3wHq2HNaz5aj+6TfPlYpEUMZFQZUcC1VSsyIqKQ7KhGiIFb3viBRte76j3PmOcuc7yp13HSqW5s2b5/H65ptv7tJgSPeorKxEZGSkv8Pok7ojdxK1Crphg6Abdt7RKMbgqKmDqXFIA9PpQphPF8OUXwTz6WK4zBZYCktgKSxB9Y+/eq6U46CIiWgsnvhiSpUUK7zuqXvpnY+2Pd9R7nxHufMd5c67DhVLmzZt6q44COn3OI6DLFQPWagewRcP81jWNNyBOb+YfxQUw3yan5ryi+FqMAtHpGp+3t9i3bKwYCgTY/gCKrGxkEqMgTIpFvKIUOp3SAghbfBpBG/iqbeP4O1yuWhIBx/1hdwxxmCvqoX5zNnGAuoszGeKYc4/C3NBMRw1dW2+X6SUQ5UQA2ViYwGVGMO/TuCnnRmMsy/kr7ei3PmOcue7QMldrxjBm/Qtp0+fRlpa2oUbkhb6Qu44joM8PATy8BAEjx7WYrmjvgHmgrOwNBVRBWdhPlMCy5kSWM6Ww22xtXrVHgDIwkOgTIiGKjGWnybEQJkQDWV8DBSxERBJWt+N9IX89VaUO99R7nxHufOOiqV+wGaz+TuEPisQcifVabxesQcAbocT1rNlfAFVWArLmcZCqrAE5oKzcNY3wF5ZA3tlDer2H23xfk4shiImAsr46MYCqtk0PhpWs6UnvmJACoRtz18od76j3HlHxVI/QMM7+C7QcyeSSho7g8d5Xe4w1AvFk6WwlH9eVMIXVkWlYHaHMLI5fvGyArEYNXGRQvGkjI+GMi6Kf8RHQR4d3uaRqf4s0Le97kS58x3lzjvaS/UD0dHR/g6hz+rvuZPqdQjS6xA0Ir3FMuZ2w1ZRDUtj4WQpLIGlqAyWolKYC0tgPVsO5nTxp/vOlHhdPycWQx4VBmU8X0ApmgqppuexUf12kM7+vu11BuXOd5Q776hY6gdOnjxJw9f7iHLXOk4kgiIqHIqocASPGd5iOXO5cOjHXUhQ6RqPPvGFlLW4DJbGB3M4hav4anHIy6fw995TCAVUJJSxUVDERkIZGwllXBSkofqAvJqPtj3fUe58R7nzjoolQki34MRiSCJCEDJ0KHBJZovlwpGpojJYihuLqKJyWIrLhILKZbYI996rP3Tc6+eIFDIoYvjiSRETAUVsFBSxEXxfqsbn/hpnihASGKhY6gfosKrvKHed01b+PI5MXdzyKj7GGBwGI6xnyxoLqMZC6mw5LGfLYS0ph628Gm6rHebGgTxbIwnS8sVTTAQUsZH8DZNjIvmiKpp/dGaIhO5A257vKHe+o9x5R8VSP+B2u/0dQp9FueuczuSP4zjIgnWQBeugGzrQ+/rtDlhLK/kiqqQc1pIK4bSepXHqNJrgrDOioc6Ihpy8Vj9PGqzjC6imQiomnC+kYiIgj+aftzZWS3egbc93lDvfUe68o2KpHygvL0d4eLi/w+iTKHed0935E8mkUCXGQJUY02obp9HEF06lFY3FVMW5wqqUf+0yW+CorYejth7GoydbXZdEp4EiOlwonhRR4VDEhEMeFc4XWVHhXdaHirY931HufEe5867PFEs1NTW4//778cUXX0AkEmHOnDlYv359m5c5Wq1WPPTQQ9iyZQtsNhtmzJiBV155xeO+N952av/9739x4403dsv3IIT0LIlWDW16CrTpKV6XM8b4GxiXNBZTJeWwllbxhVRpBWwllbCWVvBHqOob0FDf0OoAngDAyaRQRIbxBVVUOOTRYVBENptGhUERFd7rTvsRQlrXZ253csUVV6C0tBSvvfYaHA4HFixYgIsvvhjvv/9+q++555578NVXX+Htt99GUFAQ7rvvPohEIuzatUtow3EcNm3ahJkzZwrz9Ho9FIr278h6++1OHA4HpFKpv8Pokyh3nRNI+XMaTbCWVjYWUZWwlVYIRZWtrBLW0krYq2rbvT6JTgN5ZBgUUWGQRzUWUZFhkEfxD3FIEDSxURDJZd34rQJTIG13PS1Qctcvb3eSk5ODbdu24ddff8Xo0aMBAC+99BKuvPJKPPfcc4iJaXkIvq6uDm+++Sbef/99TJkyBQB/I+DBgwdjz549uOSSS4S2er0eUVFRPfNl/KCwsBCpqan+DqNPotx1TiDlT6JVQ6NVQzMwqdU2brsDtvIqWMuqYCuthLWsErayKs9paSVcFiuc9Q1w1jfAdLKgzc+VBusgjwjli6iIMMgjQ/mH8DwM8ojQHu1P1dsF0nbX0yh33vWJYmn37t3Q6/VCoQQA06ZNg0gkwt69e3Httde2eM/+/fvhcDgwbdo0YV56ejoSEhKwe/duj2Jp0aJFWLhwIVJSUnD33XdjwYIFbfY5sNlsHkPC19fXd/YrdiuLhW454SvKXef0t/yJZFJhpPLWMMbgNJpgK62EraJaKKRs5VWwlVfDWs4XWpaySsDhFPpStXXqDwDEGhVfOIWHNBZToZBHhEAeEQZZREjj61DIQoLABcCNUtvS37a7rkS5865PFEtlZWWIiIjwmCeRSBASEoKysrJW3yOTyaDX6z3mR0ZGerxnxYoVmDJlClQqFb777jvce++9aGhowAMPPNBqPKtXr8by5ctbzM/JyYFarUZ6ejoKCgpgtVqhVqsRExODkyf5TqPR0dFgjAkxDBo0CEVFRTCbzVAqlUhISEBubq4Qq0gkQmlpKQAgLS0NpaWlaGhogFwuR0pKCnJycgAA4eHhkMlkOHv2LAAgNTUVFRUVMBqNsFqtYIzh6FH+3l6hoaFQqVQoKuIvtU5OTkZNTQ3q6uogkUiQnp6Oo0ePgjGGkJAQaLVanDlzBgCQmJiI+vp61NbWQiQSYciQIcjJyYHL5YJer0dwcDDy8/mdenx8PMxmM6qrqwEAQ4cORW5uLhwOB3Q6HcLDw5GXx1+dFBcXB5vNhsrKSgDAkCFDkJeXB5vNBo1Gg6ioKJw6dQoAEBMTA6fTiYqKCgB8EXzmzBlYLBaoVCrExcXhxIkTACAcMWzK98CBA1FcXCzkOzExEceP8+P3REREQCKRoKSEH216wIABcDgcyM7OhlwuR2pqKo4dOybkWy6Xo7i4WMh3ZWUl6uvrIZVKMWjQIGRnZ7ea79raWhgMBojFYgwePBjHjh2D2+1GcHAwdDqdR76NRiNqamrAcRwyMjJw/PhxOJ1OBAUFISQkpNV8Z2Rk4OTJk7Db7dBqtYiIiBDyHRsbC7vdLuR78ODBOH36tJDv6Ohoj23W7XajvLxc2GYLCwuFfMfHxwvbbFRUFDiOE7ZZuVyO/Px8mEwmKBQKJCUltZnv8vJyGI1GyGQyDBgwQMh3WFgYFAqFkO+UlBRUV1e3us1qNBoUFhYCAJKSkmAwGDzy3Xyb1ev1KCgoAAAkJCSgoaGh1XyHhobi9OnTwjZrtVpRVVUlbLOnTp0S8h0ZGdnmNlsmdsEarIA6Lh2xjfsICYC0xn1EXl4elG4gXhuM4qPHYT5bDlG9CUq7C9WnCuCqqQNX1wBHVS3cFhtcDWaYGwphzuO/d6tEHER6LVRREWBBajCdGtJQPaIGDUClzQxRiA6hSQnQxkWj1GgAx3F9bh8hEolQUVHRI/uIsrIyYZ8cCPsIs9mM7OzsHttHpKWloaSkpMv3EYlR5/5hOXHiBIaMHOF1H2Eymdr+fWnk1z5LjzzyCJ555pk22+Tk5ODTTz/F5s2bhWQ3iYiIwPLly3HPPfe0eN/777+PBQsWtLgp4JgxYzB58uRWP/eJJ57Apk2bhI3WG29HluLj46nPUgCi3HUO5c937c0dYwyuBjN/RKq8GvbKatgqamCraJpWwV5RA1t5Few1dUAHdvmcRAxZeAjk4SGQhYVAHh4MWVhws3nB/DQ8pFcdsaLtzneBkruA6rP00EMPYf78+W22SUlJQVRUlPAfQhOn04mamppW+xpFRUXBbrfDYDB4HF0qLy9vs3/S2LFjsXLlSthsNsjl3u9JJZfLW13WG+Xm5tLw9T6i3HUO5c937c0dx3Hn+lMNSGyzrdvp5EdEbyqkKms8iit7ZS1sldWwV9bAYTCCOV386cLSygsHzHGQhQTxxVSzh7zpeWiz+aF6SHSabrtNDW13vqPceefXYik8PLxd4zmMGzcOBoMB+/fvx6hRowAA33//PdxuN8aOHev1PaNGjYJUKkVWVhbmzJkDgN8ICgsLMW7cuFY/6+DBgwgODu5TxRAhhLSHSCKBIpK/6u5C3HYH7FW1/BGqyhq+kKqqgb2qFvbKxkKr8XnTEaumW9PgAv2rAICTSoTCSZiGNk5DgoTn0sb50iANOJGoC7JASMf1iT5LgwcPxsyZM3HHHXdg48aNcDgcuO+++3DjjTcKV8KdPXsWU6dOxTvvvIMxY8YgKCgIt99+O5YsWYKQkBDodDrcf//9GDdunNC5+4svvkB5eTkuueQSKBQKbN++HatWrcLSpUv9+XW7XCBf6dfdKHedQ/nznb9zJ5JJ+XvtxURcsK3byXdEt1fV8gWWUFQ1vq6saSykamGvMsBlMoM5nO0/agX+XoPSYB1fQIU0FVT6xtdBkIXoIQ0OgiwkCMEcB2eDCWK1KiBvstyd/L3d9VZ9olgCgPfeew/33Xcfpk6dKgxK+eKLLwrLHQ4HcnNzYTabhXkvvPCC0Lb5oJRNpFIpNmzYgAcffBCMMQwYMADPP/887rjjjh79bt2Ndha+o9x1DuXPd30pdyKJhL8KLzykXe1dFhtfOFUbhALLXmMQjkw1FVaOxudOownM5RLatscR8AOEyoKD+GIqOAjSYJ3n88biStr4WhYcBKle22v6XvlDX9ruelKfGZSyN+vtg1JmZ2fTOWgfUe46h/LnO8rdOW6bHfbaOjhq6hqLqjrYqw1w1Bhgb5znqDYIbaxVtYDd4fPnSYK0kOq1kOp1fDGl1517BDc955dLg7T8vCBtQAwgGijbXUB18CaEEEIuRCSX8ffhi2rfPcuys7MxOGUAX0TV1p0rqGrq+de1dY3jV/HLmp47jfxl5M46I5x1RljOlHQoTrFSAYlQRGkgDdJCEtRYWOk0/LKgcw+JrqmNBmKVko7q9GJULPUDaWlp/g6hz6LcdQ7lz3eUO9+lpaVBLJdDqYqCMq79fXDcDicchvrGh5Evogx8IcVP6/lCq84Ip8HIz6szwmEwAozBZbHCZbG2ux9Wc5xYDEmQBhKt2rOQ0qoh0TXO12kg0Wog0fHzpE3LdBpINGqIFLJOF1y03XlHxVI/UFJSguTkZH+H0SdR7jqH8uc7yp3vfM2dSNqxvldNmNsNp9F0rsgy1MNZ1wBHXePrOiOc9Q2Nz5uWNc6r44doYC4XHDX8aURfx9DmJGK+uNKo+alWDYlGBXHjVKJWQaxR8c81Kki0aojV516LNWqU1FQhOX0QxCoFHelqhoqlfqC9I5SSlih3nUP58x3lznc9nTtOJBJOraHtoa5aYIzBbbHBUW/ki6j6BjjrjHAYG/ijV0ZT430ETXAa+fsJOhvMfLv6BjiNJv70IWNgTpdwe5zOyAMAjoNYpYRYpYBErYRYrYJYreSfqxofSgXEKkXLqfBcCZFSDrFCDpGCn4oVcmFeX+pIT8VSP6BQKPwdQp9Fuescyp/vKHe+60u54zhOKDDQzj5Z52NuN1xmC5xGM188NZiEIkp4XW+Cs8EMl8kMp8kMV4MZzsaHy9T8uYUf5Z0xuEz8MnvHzyq2CyeVeBRSIrkUIpkMIpkUInnjtPE5J5Xwy+RSiKRScBIxOLGYnzY+F0nEgFgMkVgM5nZ3aaxULPUDSUlJ/g6hz6LcdQ7lz3eUO9/1t9xxIhF/6k2jBqJ9K7iaOBwOiBwuvqAyW+AyWeA0WRqLLP618Nxi5e9LaLY09tdq9txsFaZumx0uqw1uqw1um134LOZwwulwAsbefxSViqV+4Pjx4wFxKag/UO46h/LnO8qd7yh3vmu63YlY1T1H55jbDbf1XPHkMbXZ4bY7+Knw3AG3vdl8uwPM6QRzucGcLrhdTjCnC3C54Xa5+P5fThdcNhvK//d9l8VNxVIXaBqqymg0+jkS70wmE+rrO3cOu7+i3HUO5c93lDvfUe5812O5k3CARsE/AIgaH12FMYakFQ8AAExOO7h67+NuNf3dvtCQk1QsdYGmZA8bNszPkRBCCCGko4xGI4KCglpdTiN4dwG3242SkhJotdped6llfX094uPjUVRU1CtHF+/NKHedQ/nzHeXOd5Q73/XH3DHGYDQaERMTA1EbN2qmI0tdQCQSIS4uzt9htEmn0/Wbjb+rUe46h/LnO8qd7yh3vutvuWvriFKTrjxFSAghhBAScKhYIoQQQghpAxVLAU4ul+PJJ5+EXC73dyh9DuWucyh/vqPc+Y5y5zvKXeuogzchhBBCSBvoyBIhhBBCSBuoWCKEEEIIaQMVS4QQQgghbaBiiRBCCCGkDVQsBYANGzYgKSkJCoUCY8eOxb59+9ps/9FHHyE9PR0KhQLDhg3D119/3UOR9j4dyd3Ro0cxZ84cJCUlgeM4rFu3rucC7YU6krs33ngDl156KYKDgxEcHIxp06ZdcDsNdB3J36efforRo0dDr9dDrVYjMzMT7777bg9G27t0dJ/XZMuWLeA4DrNnz+7eAHuxjuTu7bffBsdxHg+FontusNvrMdKnbdmyhclkMvbWW2+xo0ePsjvuuIPp9XpWXl7utf2uXbuYWCxma9euZceOHWPLli1jUqmUHTlypIcj97+O5m7fvn1s6dKl7L///S+LiopiL7zwQs8G3It0NHd/+ctf2IYNG9jvv//OcnJy2Pz581lQUBArLi7u4ch7h47mb+fOnezTTz9lx44dY6dOnWLr1q1jYrGYbdu2rYcj97+O5q5Jfn4+i42NZZdeeim75ppreibYXqajudu0aRPT6XSstLRUeJSVlfVw1L0DFUt93JgxY9iiRYuE1y6Xi8XExLDVq1d7bX/99dezq666ymPe2LFj2V133dWtcfZGHc1dc4mJif26WOpM7hhjzOl0Mq1WyzZv3txdIfZqnc0fY4yNHDmSLVu2rDvC69V8yZ3T6WTjx49n//73v9m8efP6bbHU0dxt2rSJBQUF9VB0vRudhuvD7HY79u/fj2nTpgnzRCIRpk2bht27d3t9z+7duz3aA8CMGTNabR+ofMkd4XVF7sxmMxwOB0JCQrorzF6rs/ljjCErKwu5ubm47LLLujPUXsfX3K1YsQIRERG4/fbbeyLMXsnX3DU0NCAxMRHx8fG45pprcPTo0Z4It9ehYqkPq6qqgsvlQmRkpMf8yMhIlJWVeX1PWVlZh9oHKl9yR3hdkbu///3viImJaVG49we+5q+urg4ajQYymQxXXXUVXnrpJUyfPr27w+1VfMndzz//jDfffBNvvPFGT4TYa/mSu0GDBuGtt97C559/jv/85z9wu90YP348iouLeyLkXkXi7wAIIf3LmjVrsGXLFvzwww/9t7OoD7RaLQ4ePIiGhgZkZWVhyZIlSElJwaRJk/wdWq9lNBpxyy234I033kBYWJi/w+lzxo0bh3Hjxgmvx48fj8GDB+O1117DypUr/RhZz6NiqQ8LCwuDWCxGeXm5x/zy8nJERUV5fU9UVFSH2gcqX3JHeJ3J3XPPPYc1a9Zgx44dGD58eHeG2Wv5mj+RSIQBAwYAADIzM5GTk4PVq1f3q2Kpo7nLy8tDQUEBZs2aJcxzu90AAIlEgtzcXKSmpnZv0L1EV+zzpFIpRo4ciVOnTnVHiL0anYbrw2QyGUaNGoWsrCxhntvtRlZWlsd/A82NGzfOoz0AbN++vdX2gcqX3BGer7lbu3YtVq5ciW3btmH06NE9EWqv1FXbntvths1m644Qe62O5i49PR1HjhzBwYMHhccf//hHTJ48GQcPHkR8fHxPhu9XXbHduVwuHDlyBNHR0d0VZu/l7x7mpHO2bNnC5HI5e/vtt9mxY8fYnXfeyfR6vXB55y233MIeeeQRof2uXbuYRCJhzz33HMvJyWFPPvlkvx46oCO5s9ls7Pfff2e///47i46OZkuXLmW///47O3nypL++gt90NHdr1qxhMpmMffzxxx6XIRuNRn99Bb/qaP5WrVrFvvvuO5aXl8eOHTvGnnvuOSaRSNgbb7zhr6/gNx3N3fn689VwHc3d8uXL2bfffsvy8vLY/v372Y033sgUCgU7evSov76C31CxFABeeukllpCQwGQyGRszZgzbs2ePsGzixIls3rx5Hu0//PBDNnDgQCaTyVhGRgb76quvejji3qMjucvPz2cAWjwmTpzY84H3Ah3JXWJiotfcPfnkkz0feC/Rkfw99thjbMCAAUyhULDg4GA2btw4tmXLFj9E3Tt0dJ/XXH8ulhjrWO4WL14stI2MjGRXXnklO3DggB+i9j+OMcb8dVSLEEIIIaS3oz5LhBBCCCFtoGKJEEIIIaQNVCwRQgghhLSBiiVCCCGEkDZQsUQIIYQQ0gYqlgghhBBC2kC3OyGEEOKVy+WCw+HwdxiE+EwqlUIsFnd6PVQsEUII8cAYQ1lZGQwGg79DIaTT9Ho9oqKiwHGcz+ugYokQQrrR/PnzYTAYsHXrVn+H0m5NhVJERARUKlWn/sgQ4i+MMZjNZlRUVABAp+5pR8USISQg+LsoKSgoQHJyMn7//XdkZmb6JYau4HK5hEIpNDTU3+EQ0ilKpRIAUFFRgYiICJ9PyVEHb0IIIYKmPkoqlcrPkRDSNZq25c70v6NiiRAS8LKzs3HFFVdAo9EgMjISt9xyC6qqqoTlkyZNwgMPPICHH34YISEhiIqKwlNPPeWxjuPHj+MPf/gDFAoFhgwZgh07doDjOOFIVnJyMgBg5MiR4DgOkyZN8nj/c889h+joaISGhmLRokW9vuM0nXojgaIrtmUqlgghAc1gMGDKlCkYOXIkfvvtN2zbtg3l5eW4/vrrPdpt3rwZarUae/fuxdq1a7FixQps374dAH9qavbs2VCpVNi7dy9ef/11PPbYYx7v37dvHwBgx44dKC0txaeffios27lzJ/Ly8rBz505s3rwZb7/9Nt5+++3u/eK9AWNAVRVQUMBP6b7tpI+iYokQEtBefvlljBw5EqtWrUJ6ejpGjhyJt956Czt37sSJEyeEdsOHD8eTTz6JtLQ03HrrrRg9ejSysrIAANu3b0deXh7eeecdjBgxAn/4wx/w9NNPe3xOeHg4ACA0NBRRUVEICQkRlgUHB+Pll19Geno6rr76alx11VXCugOSwQCsXw+kpQHh4UByMj9NS+Pn01V2XYoxhjvvvBMhISHgOA4HDx70d0gBh4olQkhAO3ToEHbu3AmNRiM80tPTAQB5eXlCu+HDh3u8Lzo6WriKJjc3F/Hx8YiKihKWjxkzpt0xZGRkeHQsbb7ugPPtt0BcHPDgg8Dp057LTp/m58fF8e26QVlZGe6//36kpKRALpcjPj4es2bN6vLidNKkSVi8eHGXrvN8NTU1WLx4MRITEyGTyRATE4PbbrsNhYWFHu22bduGt99+G19++SVKS0sxdOjQFuv64YcfwHGc8IiMjMScOXNw+vyfEfGKroYjhAS0hoYGzJo1C88880yLZc0vJZZKpR7LOI6D2+3ukhi6c929yrffAlddxZ9u83bKrWmexcK3++orYMaMLvv4goICTJgwAXq9Hs8++yyGDRsGh8OBb7/9FosWLcLx48e77LO6it1uh0wmazG/pqYGl1xyCWQyGTZu3IiMjAwUFBRg2bJluPjii7F7926kpKQA4Iv+6OhojB8//oKfl5ubC61Wi5MnT+LOO+/ErFmzcPjw4RZXiTHG4HK5IJH0njLBnzHRkSVCSEC76KKLcPToUSQlJWHAgAEeD7Va3a51DBo0CEVFRSgvLxfm/frrrx5tmv7guVyurgu+LzEYgDlz+ILoQoWg2823mzOnS0/J3XvvveA4Dvv27cOcOXMwcOBAZGRkYMmSJdizZ0+zUA1YuHAhwsPDodPpMGXKFBw6dEhY/tRTTyEzMxPvvvsukpKSEBQUhBtvvBFGoxEAP0zFjz/+iPXr1wtHagoKCgC072KC++67D4sXL0ZYWBhmtFIsPvbYYygpKcGOHTtwxRVXICEhAZdddhm+/fZbSKVSLFq0SIjl/vvvR2FhITiOQ1JSUps5ioiIQHR0NC677DI88cQTOHbsGE6dOiUcefrmm28watQoyOVy/Pzzz3C73Vi9ejWSk5OhVCoxYsQIfPzxx8L6amtrcdNNNyE8PBxKpRJpaWnYtGkTAL4QvO+++xAdHQ2FQoHExESsXr0aAF/Ynn/K0GAwgOM4/PDDDwDgc0zdgYolQkjAqKurw8GDBz0ed955J2pqajB37lz8+uuvyMvLw7fffosFCxa0u7CZPn06UlNTMW/ePBw+fBi7du3CsmXLAJy70iYiIgJKpVLoQF5XV9dt37NX2rwZMJsvXCg1cbv59u+80yUfX1NTg23btmHRokVei2C9Xi88//Of/4yKigp888032L9/Py666CJMnToVNTU1Qpu8vDxs3boVX375Jb788kv8+OOPWLNmDQBg/fr1GDduHO644w6UlpaitLQU8fHxHbqYQCaTYdeuXdi4caOX1LixZcsW3HTTTR6nfgF+3KB7770X3377LWpqarB+/XqsWLECcXFxKC0tbVHEt6VpDCK73S7Me+SRR7BmzRrk5ORg+PDhWL16Nd555x1s3LgRR48exYMPPoibb74ZP/74IwDg8ccfx7Fjx/DNN98gJycHr776KsLCwgAAL774Iv73v//hww8/RG5uLt57770LFnPedDSmbsEIISQAzJs3jwFo8bj99tvZiRMn2LXXXsv0ej1TKpUsPT2dLV68mLndbsYYYxMnTmR//etfPdZ3zTXXsHnz5gmvc3Jy2IQJE5hMJmPp6ensiy++YADYtm3bhDZvvPEGi4+PZyKRiE2cOFGI65prrvFY91//+ldheW9jsVjYsWPHmMViaf+b3G7GUlMZ47imE3Dte3Ac/77Gn0Nn7N27lwFgn376aZvtfvrpJ6bT6ZjVavWYn5qayl577TXGGGNPPvkkU6lUrL6+Xlj+t7/9jY0dO1Z47W2bWblyJbv88ss95hUVFTEALDc3V3jfyJEj24yxrKyMAWAvvPCC1+WffvopA8D27t3LGGPshRdeYImJiW2uc+fOnQwAq62tZYwxVlJSwsaPH89iY2OZzWYTlm/dulV4j9VqZSqViv3yyy8e67r99tvZ3LlzGWOMzZo1iy1YsMDrZ95///1sypQpwu9Zc/n5+QwA+/3334V5tbW1DADbuXOnR8wdjel8Pm3T5+k9JyMJIaQTLnQ5fvNL+c/XdNi/ufNHAk9PT8fPP/8svN61axcAYMCAAcK8hQsXYuHChS3iOt+6detajaVPqq4GmnWWbzfG+PfV1ACdHC2ctXNYgkOHDqGhoaHF6OQWi8Wjw39SUhK0Wq3wuj2d8ptfTHC+vLw8DBw4EAAwatSodsXa3u/UEXFxccJtQEaMGIFPPvnEo8/U6NGjheenTp2C2WzG9OnTPdZht9sxcuRIAMA999yDOXPm4MCBA7j88ssxe/Zsoe/U/PnzMX36dAwaNAgzZ87E1Vdfjcsvv7zDMXc0pu5AxRIhhLTDZ599Bo1Gg7S0NJw6dQp//etfMWHCBKSmpvo7NP9raOjc+43GThdLaWlp4Djugp24GxoaEB0d7bVAbn6qzpdO+e29mOBCfeXCw8Oh1+uRk5PjdXlOTg44jvMo1Nvrp59+gk6nQ0REhEcx6C22hsaf61dffYXY2FiPdnK5HABwxRVX4MyZM/j666+xfft2TJ06FYsWLcJzzz2Hiy66CPn5+fjmm2+wY8cOXH/99Zg2bRo+/vhjiER8L6DmBWFrA7V2NKbuQMUSIYS0g9FoxN///ncUFhYiLCwM06ZNw7/+9S9/h9U7eDmS0iFe/mh3VEhICGbMmIENGzbggQceaFGQGAwG6PV6XHTRRSgrK4NEIvGp/0wTmUzWos/bRRddhE8++QRJSUmdumJLJBLh+uuvx3vvvYcVK1Z49FuyWCx45ZVXMGPGDI+xvNorOTnZoyhsy5AhQyCXy1FYWIiJEye22i48PBzz5s3DvHnzcOmll+Jvf/sbnnvuOQCATqfDDTfcgBtuuAF/+tOfMHPmTNTU1AjjkpWWlgpHhNozPlR7Y+pqVCwRQkg73Hrrrbj11lv9HUbvFBoKpKby4yh15NQRxwEpKYAPf/S92bBhAyZMmIAxY8ZgxYoVGD58OJxOJ7Zv345XX30VOTk5mDZtGsaNG4fZs2dj7dq1GDhwIEpKSvDVV1/h2muv9Tjl05akpCTs3bsXBQUF0Gg0CAkJwaJFi/DGG29g7ty5wq1zTp06hS1btuDf//53h27iumrVKmRlZWH69OlYu3Ythg4divz8fCxbtgwOhwMbNmzwNU3tptVqsXTpUjz44INwu934wx/+gLq6OuzatQs6nQ7z5s3DE088gVGjRiEjIwM2mw1ffvklBg8eDAB4/vnnER0djZEjR0IkEuGjjz5CVFQU9Ho9RCIRLrnkEqxZswbJycmoqKgQLprobEzdga6GI4QQ0jkcB9x/v2/vfeAB/v1dICUlBQcOHMDkyZPx0EMPYejQoZg+fTqysrLw6quvNobK4euvv8Zll12GBQsWYODAgbjxxhtx5swZREZGtvuzli5dCrFYjCFDhiA8PByFhYWIiYnBrl274HK5cPnll2PYsGFYvHixUBx0RGhoKPbs2YPJkyfjrrvuQmpqKq6//nqkpqbi119/FcZY6m4rV67E448/jtWrV2Pw4MGYOXMmvvrqK+FeiDKZDP/4xz8wfPhwXHbZZRCLxdiyZQsAvrBZu3YtRo8ejYsvvhgFBQX4+uuvhVy89dZbcDqdGDVqFBYvXox//vOfXRJTd+BYd/QgI4QQ0idZrVbk5+cjOTkZCoWi/W80GPiRuS2W9g0fIBIBSiVQXAy087QQIb7weZtuho4sEUII6Ty9HvjkE/4o0YWOoohEfLtPP6VCifQJVCwRQgjpGjNm8LcwUSr5Yuj802tN85RK4OuvAR8uIyfEH6hYIoQQ0nVmzOBPra1bx3febi4lhZ9/9iwVSqRPoavhCCGEdC29nu+4ff/9/ICTRiM/PEBISJd15iakJ1GxRAghpHtwHD+sQCcHnCTE3+g0HCGEEEJIG6hYIoQQQghpAxVLhBBCCCFtoGKJEEII6WOSkpKwbt06f4fRb1CxRAghJGCUlZXh/vvvR0pKCuRyOeLj4zFr1ixkZWV16edMmjQJixcv7tJ1NvfUU08hMzOz1eW//vor7rzzzm77fOKJroYjhBASEAoKCjBhwgTo9Xo8++yzGDZsGBwOB7799lssWrQIx48f93eILdjtdshksg6/Lzw8vBuiIa2hI0uEEEICwr333guO47Bv3z7MmTMHAwcOREZGBpYsWYI9e/YI7QwGAxYuXIjw8HDodDpMmTIFhw4dEpY3HdV59913kZSUhKCgINx4440wGo0AgPnz5+PHH3/E+vXrwXEcOI5DQUEBACA7OxtXXHEFNBoNIiMjccstt6CqqkpY96RJk3Dfffdh8eLFCAsLw4wZM3z6ruefhuM4Dv/+979x7bXXQqVSIS0tDf/73/883nOh2EjrqFgihBDS59XU1GDbtm1YtGgR1Gp1i+X6Zveg+/Of/4yKigp888032L9/Py666CJMnToVNTU1Qpu8vDxs3boVX375Jb788kv8+OOPWLNmDQBg/fr1GDduHO644w6UlpaitLQU8fHxMBgMmDJlCkaOHInffvsN27ZtQ3l5Oa6//nqPWDZv3gyZTIZdu3Zh48aNXZaD5cuX4/rrr8fhw4dx5ZVX4qabbhK+U3tjI97RaThCCCHtYrc5W13GiThIpeL2teUAqUzSZluZvGN/nk6dOgXGGNLT09ts9/PPP2Pfvn2oqKiAXC4HADz33HPYunUrPv74Y6EfkNvtxttvvw2tVgsAuOWWW5CVlYWnn34aQUFBkMlkUKlUiIqKEtb98ssvY+TIkVi1apUw76233kJ8fDxOnDiBgQMHAgDS0tKwdu3aDn2/9pg/fz7mzp0LAFi1ahVefPFF7Nu3DzNnzmx3bMQ7KpYIIYS0y/LFH7W6bODQGMxbNFF4verhT+Gwu7y2TU6LwMIlU4XXzy77H8wNNo82T786t0OxMcba1e7QoUNoaGhA6HmjilssFuTl5Qmvk5KShEIJAKKjo1FRUXHBde/cuRMajabFsry8PKEgGTVqVLti7ajhw4cLz9VqNXQ6nRBze2Mj3lGxRAghpM9LS0sDx3EX7MTd0NCA6Oho/PDDDy2WNT9VJ5VKPZZxHAe3233Bdc+aNQvPPPNMi2XR0dHCc2+nCbtCWzG3NzbiHRVLhBBC2uXJdX9udRkn8rxB7qNrr2u97Xn30v3bP//YqbgAICQkBDNmzMCGDRvwwAMPtChIDAYD9Ho9LrroIpSVlUEikSApKcnnz5PJZHC5PI+cXXTRRfjkk0+QlJQEiaR3/XntzbH1BdTBmxBCSLvI5JJWH837K12wrUxywba+2LBhA1wuF8aMGYNPPvkEJ0+eRE5ODl588UWMGzcOADBt2jSMGzcOs2fPxnfffYeCggL88ssveOyxx/Dbb7+1+7OSkpKwd+9eFBQUoKqqCm63G4sWLUJNTQ3mzp2LX3/9FXl5efj222+xYMGCFoVVe1gsFhw8eNDj0fxUYUd0dWz9DRVLhBBCAkJKSgoOHDiAyZMn46GHHsLQoUMxffp0ZGVl4dVXXwXAn5r6+uuvcdlll2HBggUYOHAgbrzxRpw5cwaRkZHt/qylS5dCLBZjyJAhCA8PR2FhIWJiYrBr1y64XC5cfvnlGDZsGBYvXgy9Xg+RqON/bk+cOIGRI0d6PO66664OrwdAl8fW33Csvb3iCCGEBDyr1Yr8/HwkJydDoVD4OxxCOq0rtmkqJwkhhBBC2kDFEiGEEEJIG6hYIoQQQghpAxVLhBBCCCFtoGKJEEIIIaQNVCwRQghpgS6UJoGiK7ZlKpYIIYQImm6ZYTab/RwJIV2jaVs+/3YwHUFjnhNCCBGIxWLo9XrhBqwqlQrc+fcnIaQPYIzBbDajoqICer0eYrH4wm9qBQ1KSQghxANjDGVlZTAYDP4OhZBO0+v1iIqK6lTRT8USIYQQr1wuFxwOh7/DIMRnUqm0U0eUmlCxRAghhBDSBurgTQghhBDSBiqWCCGEEELaQMUSIYQQQkgbqFgihBBCCGkDFUuEEEIIIW2gYokQQgghpA1ULBFCCCGEtOH/AeDX5rxNxL/yAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "juno.add_nose(\n",
    "    length=0.565,\n",
    "    kind=\"vonKarman\",\n",
    "    position=1.477,\n",
    ").draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "juno.add_trapezoidal_fins(\n",
    "    n=4,\n",
    "    root_chord=0.20,\n",
    "    tip_chord=0.12,\n",
    "    span=0.130,\n",
    "    position=-0.928,\n",
    "    cant_angle=0,\n",
    "    airfoil=(Function([[0, 0.0002], [2, 0.3320], [4, 0.6335], [6, 0.6877]]), \"degrees\"),\n",
    ").draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "tail = juno.add_tail(\n",
    "    top_radius=0.0655, bottom_radius=0.0535, length=0.068, position=-1.226\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "rail_buttons = juno.set_rail_buttons(\n",
    "    upper_button_position=0.24,\n",
    "    lower_button_position=-1.17,\n",
    "    angular_position=45,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "drogue = juno.add_parachute(\n",
    "    \"Drogue\",\n",
    "    cd_s=0.885,\n",
    "    trigger=\"apogee\",\n",
    "    sampling_rate=105,\n",
    "    noise=(0, 8.3, 0.5),\n",
    "    lag=0.5,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "factor = 0.38 / juno.power_off_drag(0.6)  # From CFD analysis\n",
    "\n",
    "juno.power_on_drag *= factor\n",
    "juno.power_off_drag *= factor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Inertia Details\n",
      "\n",
      "Rocket Mass: 24.050 kg (without motor)\n",
      "Rocket Dry Mass: 24.050 kg (with unloaded motor)\n",
      "Rocket Loaded Mass: 32.219 kg\n",
      "Rocket Inertia (with unloaded motor) 11: 15.070 kg*m2\n",
      "Rocket Inertia (with unloaded motor) 22: 15.070 kg*m2\n",
      "Rocket Inertia (with unloaded motor) 33: 0.067 kg*m2\n",
      "Rocket Inertia (with unloaded motor) 12: 0.000 kg*m2\n",
      "Rocket Inertia (with unloaded motor) 13: 0.000 kg*m2\n",
      "Rocket Inertia (with unloaded motor) 23: 0.000 kg*m2\n",
      "\n",
      "Geometrical Parameters\n",
      "\n",
      "Rocket Maximum Radius: 0.0655 m\n",
      "Rocket Frontal Area: 0.013478 m2\n",
      "\n",
      "Rocket Distances\n",
      "Rocket Center of Dry Mass - Center of Mass without Motor: 0.000 m\n",
      "Rocket Center of Dry Mass - Nozzle Exit: 1.294 m\n",
      "Rocket Center of Dry Mass - Center of Propellant Mass: 0.683 m\n",
      "Rocket Center of Mass - Rocket Loaded Center of Mass: 0.173 m\n",
      "\n",
      "\n",
      "Aerodynamics Lift Coefficient Derivatives\n",
      "\n",
      "Nose Cone Lift Coefficient Derivative: 2.000/rad\n",
      "Fins Lift Coefficient Derivative: 9.797/rad\n",
      "Tail Lift Coefficient Derivative: -0.666/rad\n",
      "\n",
      "Center of Pressure\n",
      "\n",
      "Nose Cone Center of Pressure position: 1.195 m\n",
      "Fins Center of Pressure position: -1.006 m\n",
      "Tail Center of Pressure position: -1.259 m\n",
      "\n",
      "Stability\n",
      "\n",
      "Center of Mass position (time=0): -0.173 m\n",
      "Center of Pressure position (time=0): -0.595 m\n",
      "Initial Static Margin (mach=0, time=0): 3.221 c\n",
      "Final Static Margin (mach=0, time=burn_out): 4.543 c\n",
      "Rocket Center of Mass (time=0) - Center of Pressure (mach=0): 0.422 m\n",
      "\n",
      "\n",
      "Parachute Details\n",
      "\n",
      "Parachute Drogue with a cd_s of 0.8850 m2\n",
      "Ejection signal trigger: At Apogee\n",
      "Ejection system refresh rate: 105.000 Hz\n",
      "Time between ejection signal is triggered and the parachute is fully opened: 0.5 s\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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333/Pp59+SkZGBjt27KB58+Zs3LiRSZMmMWvWLMzMzOjZsydvvfVWriltAT766COuXr3Khg0bWLZsGfb29gVWLIp6vwkhhBAlpYqKipKReEKISiUkJARvb2+mTZvG6NGjKzocIYQQQhSBjLEQQgghhBBClJpULIQQQgghhBClJhULIYQQQgghRKnJGAshhBBCCCFEqUmLhRBCCCGEEKLUpGIhhBBCCCGEKDVZx6IMZGZm8ujRI4yMjFCpVBUdjhBCCFGusrKyiI+Px9bWFg0NeUYphMgmFYsy8OjRIzw9PSs6DCGEEOKFunLlCtWrV6/oMIQQlYRULMqAkZERAKGhoXlWDn4dpKWloa2tXdFhVGqSo6KRPKknOVJPcqReaXMUFxeHvb298vdPCCFAKhZlIqf7k4mJyWtZsTh16hSNGzeu6DAqNclR0Uie1JMcqSc5Uq+sciTdf4UQz5KOkUIIIYQQQohSk4qFKDU7O7uKDqHSkxwVjeRJPcmRepIj9SRHQojyIBULUWpaWtKjTh3JUdFIntSTHKknOVJPciSEKA/yySJKLTg4GGtr64oOo1KTHBWN5Ek9yZF6kiP1XvYcZWZmkp6eXtFhCPHK09TURENDo8jjqaRiIYQQQoiXRnJyMlFRURUdhhCvhaysLHR0dDA3Ny9SS6dULESpyRoe6kmOikbypJ7kSD3JkXova44yMzOJiorCyMgICwsLmZVKiHKWmppKREQEYWFh2Nraqv03JxULUWohISHUqlWrosOo1CRHRSN5Uk9ypJ7kSL2XNUc53Z8sLCzQ19ev4GiEePXp6emhra1NSEgI6enpate/kcHbotRiY2MrOoRKT3JUNJIn9SRH6kmO1HvZcyQtFUK8ODn/3rKystTuKxULUWp6enoVHUKlJzkqGsmTepIj9SRH6kmOhBDloURdodLS0njy5AlJSUlYWlpibm5e1nGJl0jdunUrOoRKT3JUNJIn9SRH6kmO1JMcCSHKQ5FbLJ4+fcpPP/1Ehw4dcHR0xNvbmyZNmuDm5ka9evX4z3/+w/nz58szVlFJnT17tqJDqPQkR0UjeVJPcqSe5Eg9ydGrZ/DgwXTv3r2iw3hlJCYm0qtXLywsLNDW1iYmJqaiQ3opFKli8cMPP+Dt7c2GDRto0aIFv/zyC0ePHuXMmTPs3buX8ePHk56eTvfu3enRoweBgYHlHbcQQgghxEvj8ePHjB07llq1amFkZET16tV56623WL58OYmJiaUuf8GCBaxevboMIi1Yamoq3333HT4+PpiYmGBjY8Nbb73Fzz//TFpaWpmdZ/r06fj6+pZZeSWxdu1ajh07xtGjRwkNDcXU1DTPPmvWrEFbWzvfWda2bNmCtrY2rq6uLyLcSqNIXaEuXLjAn3/+iYeHR77v+/r60q9fP1JSUtiwYQMnTpygRo0aZRqoqLxsbW0rOoRKT3JUNJIn9SRH6kmO1JMcvVh3796lRYsWmJmZMWPGDOrWrYuuri5Xr15l1apVVK9enY4dO+Z7bFpamtqZeIB8v/iWpdTUVNq1a8fly5eZOnUqTZs2xcTEhFOnTjF//ny8vb3x9vYu1xiKKzU1FR0dnRIde/fuXWrVqqW226ChoSFhYWGcOHGCN954Q9n+v//9DwcHhxKd+2VWpBaLVatWFVipeJauri6DBg2iX79+pQ5MvDwMDAwqOoRKT3JUNJIn9SRH6kmO1JMcvVijR49GS0uLkydP0rNnTzw8PHBxcaFTp07s2LGDDh06KPtqa2uzfPlyunbtiqmpKbNnzyYjI4MhQ4bg5uaGsbExderUYdGiRbnO8XxXKD8/P8aMGcOXX35J1apVsbOzY/r06cr7WVlZTJ8+HRcXFwwNDXFwcGDMmDEFXsOiRYv4559/2Lt3LyNGjMDb2xsXFxf69u3L8ePHcXNzA7LXGvn222+VWH18fNi6datSzpEjR9DW1ubgwYM0btwYExMT3nzzTW7evAlktwLMmDGDy5cvo62tjba2NmvWrAEgJiaGoUOHYmtri4WFBa1bt+bSpUtK2TktHatXr8bNzQ0jI6MCr2fbtm14eXlhaGiIq6srCxYsyJW7BQsW8M8//6CtrY2fn1+B5WhpadGnTx9+/vlnZdv9+/c5cuQIffr0ybVvYGAg3bp1o3r16piZmdGkSRMOHDiQa59ly5bh4eGhtGr17t1beW/r1q14e3tjbGyMtbU1bdu2JSEhocDYKsJLNyvUqlWr8PLywtbWllatWnHu3LkC912zZg3t2rXD2dkZZ2dnunbtmmf/kSNHYmFhkeunR48e5X0ZrxTp+qae5KhoJE/qSY7UkxypJzmCjJQU4u/fJyMlpVzPExkZyb59+xg+fDiGhob57vP89LkzZsygc+fOXLhwgYEDB5KZmYmdnR0bN27k8uXLTJgwgUmTJrF58+ZCz/3LL79gaGjIv//+y+zZs5k5cyb79+8Hsr9YL1y4kKVLlxIQEMCWLVsKfTq/YcMG/Pz8qF+/fp73tLW1lWv79ttvWbduHT/88AOXLl3iP//5DwMGDODo0aO5jpk0aRJz587l5MmTaGlpMWTIEAB69erF2LFjqVOnDqGhoYSGhtKrVy8A+vTpQ3h4ODt37uTUqVPUr1+ftm3b5lqJPTAwkN9//53ffvutwLFE586do2/fvvTq1YsLFy4wadIkpkyZolRgNm/ezEcffUSTJk0IDQ1Vm+eBAweyZcsWpUvb2rVradu2LVWrVs21X3x8PO+++y579+7lzJkztG3bli5duhASEgJkj30aO3YsU6ZM4dq1a/z55580b94cgEePHtGvXz8GDhzIlStX2L9/P126dCnSFLAvUrFnhUpOTmbFihUcO3aMiIgIMjMzc71/+PDhsootj23btjFx4kTmzZuHr68vy5cvp0ePHpw+fRorK6s8+//77790796dRo0aoaury8KFC+nevTvHjx+nWrVqyn5+fn4sWbJEea2rq1tu1yCEEEKIivXk1Cn+HTuW9IQEtAwNabZgAdaNG5fLue7cuUNWVhbu7u65ttvY2JCcnAzA8OHDmT17tvJenz59GDhwYK79p0yZovy/s7MzJ0+eZMuWLfTs2bPAc3t6ejJp0iQA3NzcWLp0KQcPHqRVq1aEhIRgY2ODn58f2traODg40KhRo0Kvo0WLFoVea0pKCnPmzGHPnj1KtyAXFxf+/fdfVq5cyVtvvaXsO2PGDOX1+PHj6dSpE8nJyejr62NkZISmpiY2NjbK/seOHePMmTM8fPhQ+Z7m7+/Pjh072Lp1q1IxSU1N5X//+1++3wtzfP/997zzzjtMmDABAHd3dwICApg/fz4DBgzAwsICAwMDdHR0csVQkPr16+Ps7MzWrVvp168fa9euZe7cudy9ezfXfl5eXnh5eSmvp02bxh9//MHOnTsZOXIkoaGhGBoa0r59e4yNjXF0dFQqco8ePSI9PZ2uXbvi6OgIkO/YjopW7IrFp59+yqFDh+jUqRM+Pj4vdJGapUuX0r9/fz744AMA5s+fz759+1i/fn2+zXcrVqzI9XrRokXs3LmTo0eP5mqe0tXVxdraulxjf5XVqVOnokOo9CRHRSN5Uk9ypJ7kSL3XOUcZKSnZlYr//3Q5PTGRf8eOpfOhQ2i+wAeLx48fJzMzk/79+5PyXKtJfgOXly5dys8//0xoaChJSUmkpqbm+pKan+e/eNra2hIWFgZAjx49WLx4Me7u7rRp04b33nuPDh06oKWV/1fDojwZv3PnDomJibz33nu5tqempuYZf/FsbDlf3sPCwgocl3D58mXi4+PzfF9LSkrK9QXe0dGx0EoFwI0bN+jUqVOubU2bNmXRokVkZGSgqalZ6PH5GThwIGvWrMHBwYGEhATee+89fvjhh1z7xMfHM336dHbv3q1UFJKSkggNDQWgVatWODg4KL+TnBYNAwMDvLy8eOedd6hfvz5t2rShVatWdO/evdIt+VDsisXevXv59ddfadKkSXnEU6DU1FQuXbrE2LFjlW0aGhq0aNGCM2fOFKmMxMRE0tPT8/wSjh07hru7O2ZmZrz55ptMmDABCwuLAstJSUnJ9SHw9OnTYl7Nq+Xhw4d5nsSI3CRHRSN5Uk9ypJ7kSL3XOUdJ4eGkP9svPSuL9IQEksLDMbKzK/Pzubq6olKpuHXrVq7tLi4uAOjr6+c55vkuU7/++itffPEF/v7+NGnSBGNjY+bNm8fp06cLPffzg75VKpXS08Te3p5r165x4MAB9u/fz+jRo5k3bx4HDx7Md7C4m5ubMg6iIPHx8QDs2LEjV88QyNsb5Nlz5Dykfr4XzLMSEhKwtbVVunI9y8zMTPn/iho/9P777/PVV18xffp0Pvjgg3wraOPHj+fAgQN8++231KhRA319fXr37k1qaioAxsbGnDlzhiNHjrBv3z6mTZvGjBkzOHHiBGZmZuzZs4fjx4+zf/9+fvjhByZPnsy///6Ls7Pzi77cAhW7YmFra4uxsXF5xFKoyMhIMjIy8tRCrays8vxjLci0adOwsbHJ1ZT3zjvvKGtzBAUFMWPGDHr16sXevXsLrLEuWLAAf3//PNvPnj2LoaEhPj4+BAQEkJSUhLGxMc7Ozly+fBnIrklnZmYqtVNvb2/u3LlDfHw8hoaGuLu7c+HCBQDs7OzQ1NTk3r17ANSrV4/g4GDi4uLQ09OjTp06ypiRatWqoaenp9Ta69aty/3794mJiUFHRwdvb2/lA8jGxgYjIyPu3LkDgIeHB0+ePCEqKgotLS18fX05ffo0WVlZWFlZYW5uruS4Zs2aREVFER4ejoaGBg0bNiQoKIjo6GiqVKlC1apVCQgIALI/hOLi4njy5AkAjRs35vz586SlpWFubk61atW4du0aADVq1CAxMZFHjx4B0KBBA65evUpycjKmpqY4ODhw5coVAJycnEhPT+f+/fsA+Pj4cOPGDRITEzEyMqJGjRrKYK6cJx85/Re9vLwIDAwkPj4eAwMDatWqpay/Ymdnh5aWFsHBwUD205SQkBBiY2PR09Ojbt26Sn9NW1tbDAwMlH7KderU4eHDh0RHR6OtrY2Pjw+nTp0CwNramidPnhAdHa3kOywsjMjISDQ1NWnQoAFnzpwhMzMTKysrLCwslA9vd3d3oqOjCQ8PR6VS0ahRI86dO0d6ejoWFhZYW1sr+XZ1dSU+Pp7Hjx8D0KhRIy5evEhqaipmZmbY2dlx9epVIPsPWnJyMg8fPgSyn45du3aN5ORkTExMcHJyynXPZmRkKPmuX78+t27dIiEhASMjI1xdXbl48SKQ/YdKQ0Mj1z0bFBTE06dP0dfXx8PDQ8l39erV0dHRISgoSMl3aGgo0dHR6OrqUq9ePeWhgY2NDYaGhkq+a9euzePHj4mKisqT76pVq2Jqasrt27cBqFWrFhEREURERCj3bE6+LS0tsbS05MaNG8o9GxsbqzzRe/aetbCwwMbGhuvXryv3bEJCgpLvhg0bcvnyZVJSUjAzM8Pe3l65Z52dnUlNTeXBgwfKPVvSz4inT58q1/qyfEacPXuWjIyMF/YZkZKSgqGh4Uv1GWFiYqLcsy/iMyI6Oho3N7cSf0YU9vCtstO3skLL0DC7xSIrC1QqtAwM0FfzlLukqlSpQqtWrVi6dCkjR44scJxFYY4fP84bb7zB8OHDlW3Pd7MpCX19fTp06ECHDh0YPnw4devW5cqVK/j4+OTZt2/fvkycOJELFy7kGWeRlpZGamoqtWvXRldXl5CQkFzdnopLR0eHjIyMXNvq16/P48eP0dLSwsnJqcRlQ/bfhePHj+fadvz4cdzd3UvUWgFgYWFBx44d2bx5c56WimfP0b9/f7p06QJkV8RyPr9zaGlp4efnh5+fH5MmTcLS0pJDhw7RtWtXVCoVzZo1o1mzZkycOJEaNWqwffv2XA/dK5oqKiqqWKM+9u3bx4oVK5g/fz729vblFVcejx49ok6dOuzZsydXH8ApU6bw77//5luDfdb333+vdIUqrAk4ODgYHx8ffv/99wL7EubXYuHp6UlsbCwmJibFvLKX3/nz5/P9EBL/R3JUNJIn9SRH6kmO1CttjuLi4jA1NSU4OPiF/t1LTU0lIiICR0dH9PT0SlzOixxjAdkDilu0aIG5uTmTJk3C09MTDQ0Nzp49yxdffEHfvn2ZO3cukP0kf8uWLXTu3Fk5fvHixUydOpWNGzfi5OTE+vXrWbJkCU5OTsrDg8GDBxMbG6vMwOTn54eXlxfz589XyunevTumpqb89NNPrFmzhoyMDBo1aoSBgQFr1qxhwYIFBAUFUaVKlTzXkJKSwrvvvsu1a9eYOnUqzZo1w9jYmHPnzjF37lxWrFiBt7c3kydPZsWKFfj7+9OsWTNiY2M5fvw4JiYm9O/fnyNHjtCqVSvCw8OVloaLFy/SsGFDbt++jZOTExs3bmT48OEcPnwYOzs7jI2N0dHR4e233+bp06fMmTMHNzc3Hj58yO7du+ncuTMNGjRg+vTp/PHHH4VO7APZ9/8bb7zB5MmT6dmzJydPnmTUqFEsXryYAQMGADBu3DguXbqUZ9amZ61Zs4bPPvuMiIgIILtbVmJiopK/hQsXsnjxYuUhTc+ePQkKCmLVqlWoVCqmTp3KkSNHGDhwIPPnz2fXrl3cvXuXN998E3Nzc3bv3q0sQB0fH8+hQ4do1aoVVatW5fTp0wwYMICtW7fy7rvvFnq9pZWcnMy9e/ewtLRUO31vsVss6tevT0pKCvXr18fAwCBPU09Z1KDzU6VKFTQ1NQkPD8+1PTw8XO34iMWLF/P999/z+++/q+1X6uTkRJUqVQgKCiqwYqGrqysDvJ8hf8DVkxwVjeRJPcmRepIj9V73HFk3bkznQ4dICg9H38qq3MdW1KhRgzNnzjBnzhwmTpzI/fv30dXVxcPDg3HjxvHJJ58UevzQoUO5ePEi77//PiqVit69e/PJJ5+wZ8+eEsdkZmaGv78/n3/+ORkZGdStW5ft27fnW6mA7O8+e/bsYeHChaxcuZIvvvhCadUbNWqUMqPUtGnTsLS0xN/fn7t372JmZkb9+vX58ssvixxbt27d2L59O61btyYmJoZVq1YxYMAAdu7cyaRJk/j4448JDw/HxsaG5s2bF3ucrI+PDxs3bmTatGl888032NraMnXqVKVSUVL6+vr5dm3LMXfuXIYMGcJbb72FpaUl//3vf4mLi1PeNzU1Zfv27cyYMYPk5GRcXV1Zt24dderUISAggH/++YdFixYRFxeHo6Mj/v7+5V6pKK5it1h07dqV+/fv069fP6ysrPIM3u7bt2+ZBvisVq1a4evry7fffgtk98Xz9PRkyJAhBc69vGjRIubNm8eWLVto2LCh2nM8ePCAevXqsW7dujyDjwoSFxeHk5PTa9ticerUKRqX45OeV4HkqGgkT+pJjtSTHKlX2hy97C0WQoiiK9cWi9OnT7N37161KxGWhxEjRjBy5Ei8vb3x8fFh+fLlJCYm8v777wPZ07XZ2toyefJkILsJavbs2axYsQIHBwelH6+hoSFGRkbEx8fj7+9Px44dsba2JigoiKlTp+Li4sI777zzwq9PCCGEEEKIl1WxKxZubm4kJSWVRyxqdevWjcjISGbPnk1YWBh169Zl8+bNygIk9+/fR0Pj/9b8++mnn0hNTc0zF/T48eP58ssv0dTU5Nq1a2zatInY2FhsbGx4++23+frrr6WrUzHIVL3qSY6KRvKknuRIPcmRepIjIUR5KHZXqIMHD+Lv78/EiROpXbt2njEWr2NXoJexK1R8fHypV2vU0NDA0NCQqKiol3qGkBdBclQ0kif1JEfqSY7UK22OpCuUEK+P4nSF0ij03Xz07NmTM2fO0KVLF9zd3XFxccHFxQVnZ2dlTmZRuS1btgxjY2NMTExK9WNkZIS/v78yRaIomOSoaCRP6kmO1JMcqSc5EkKUh2J3hdqxY0d5xCFeoAcPHmBpacmSJUtKVc7ff//NpEmTWLdunQyUFEIIIYR4zRW7YtGsWbPyiEO8YIaGhvTu3btUZXTq1IlDhw6xdOlSevTokWeGMPF/PDw8KjqEl4LkST3JkXqSI/UkR0KI8lCkrlA5q5cWVc5KneLVpq+vz5IlSzh8+DCbNm2q6HAqtZyVnEXhJE/qSY7UkxypJzkSQpSHIlUs/Pz8GDt2LOfPny9wn7i4ONasWUPTpk3ZuXNnmQUoKrd27drx9ttvM27cOGJiYio6nEorMjKyokN4KUie1JMcqSc5Uk9yJIQoD0XqCnXixAnmzZtHt27d0NPTw8vLCxsbG/T09IiJieHmzZvcuHGDevXqMW3aNFq3bl3ecYtK5LPPPqNPnz5MnDix1OM2XlWampoVHcJLQfKknuRIPcmReq9ajmJjQ0hMjHhh5zMwsMTU1OGFnU+Il0WxpptNSkri77//5uTJk9y/f5+kpCSqVKmCp6cn77zzDrVr1y7PWCutl2262YkTJ7Ju3TqCg4PLrMwFCxbw2Wefcfr0aRo0aFBm5QohhKh8KtN0s7GxIfz4Y13S0l7cGlva2voMG3a1UlUuBg8eTGxsLFu3bq3oUMQrptxW3tbX16dz58507ty5VAGKV8uZM2cYPXo0a9as4ZNPPuHUqVOv3NOw0jpz5gwNGzas6DAqPcmTepIj9SRH6r1KOUpMjCAtLYl3334fC/Oq5X6+qOgw9hzaQGJiRLErFo8fP+bbb79l9+7d3L9/H1NTU2rUqMH7779P//79MTAwKHFcCxYsKPX6VEKUVrFnhRLieZmZmWhpabF8+XKaNm3KsmXLGDVqVEWHValkZmZWdAgvBcmTepIj9SRH6r2KObIwr0pVS7uKDqNAd+/epUWLFpiZmTFjxgzq1q2Lrq4uV69eZdWqVVSvXp2OHTvmOS4tLQ1tbW215ZuampZH2EIUS7EXyBPieVZWVgA0adKEoUOHMmHCBB49elTBUVUuOTkShZM8qSc5Uk9ypJ7k6MUbPXo0WlpanDx5kp49e+Lh4YGLiwudOnVix44ddOjQAQBtbW2WL19O165dMTU1Zfbs2WRkZDBkyBDc3NwwNjamTp06LFq0KFf5gwcPpnv37sprPz8/xowZw5dffknVqlWxs7Nj+vTpyvtZWVlMnz4dFxcXDA0NcXBwYMyYMS8kF+LVJRULUWoWFhbK/8+ePRtdXV3GjRtXgRFVPs/mSBRM8qSe5Eg9yZF6kqMXKzIykn379jF8+HAMDQ3z3efZtaBmzJhB586duXDhAgMHDiQzMxM7Ozs2btzI5cuXmTBhApMmTWLz5s2FnveXX37B0NCQf//9l9mzZzNz5kz2798PwLZt21i4cCFLly4lICCALVu2ULdu3bK7aPFakoqFKLWbN28q/29ubs68efPYtGkT+/btq8CoKpdncyQKJnlST3KknuRIPcnRi3Xnzh2ysrJwd3fPtd3GxgYzMzPMzMz46quvlO19+vRh4MCBuLi44ODggLa2NlOmTKFBgwY4Ozvz/vvvM2DAALZs2VLoeT09PZk0aRJubm58+OGH+Pr6cvDgQQBCQkKwsbHBz88PBwcHGjVqxMcff1z2Fy9eK1KxEGWuX79+tGzZkhEjRpCcnFzR4QghhBCV0vHjxzl79iy1a9cmJSVF2e7r65tn36VLl9KoUSNsbW0xMzNj1apVhISEFFq+p6dnrte2trbK4og9evQgKSkJd3d3hg0bxvbt20lPTy+DqxKvs2JXLDZu3Mjff/+tvJ4yZQpOTk60bduW0NDQMg1OvByefwKjUqlYtmwZ9+7dY86cORUUVeXyfI5E/iRP6kmO1JMcqSc5erFcXV1RqVTcunUr13YXFxdcXV3R19fPtf357lK//vorX3zxBYMGDeKvv/7i7NmzDBgwgNTU1ELP+/ygb5VKpQzct7e359q1ayxevBh9fX1Gjx7N22+/TVpaWkkvU4jiVywWLFigzB19+vRpVq9ezdSpU6lSpQoTJkwo8wBF5RcdHZ1nW61atRg/fjyzZ8/m9u3bFRBV5ZJfjkRekif1JEfqSY7Ukxy9WFWqVKFVq1YsXbqUhISEYh9//Phx3njjDYYPH079+vVxdXXl7t27pY5LX1+fDh068P3337N//35OnjzJlStXSl2ueH0Ve7rZBw8e4OLiAsBff/1Fx44dGThwII0bN6ZTp05lHqCo/MLDw5V74lkTJkxgw4YNjBgxgr///jvXwLTXTUE5ErlJntSTHKknOVLvVcxRVHRYpT7P4sWLadGiBU2aNGHSpEl4enqioaHB2bNnuXnzJj4+PgUe6+rqyrp16/j7779xcnJi/fr1nD17FicnpxJeBaxZs4aMjAwaNWqEgYEBGzZsQF9fH0dHxxKXKUSxKxaGhoZERUVhZ2fHoUOHGDFiBAB6enrSn/41VVCFQV9fnyVLltC+fXt+/fVX+vTp84Ijqzxe50pVcUie1JMcqSc5Uu9VypGBgSXa2vrsObThhZ1TW1sfAwPLYh1To0YNzpw5w5w5c5g4cSL3799HV1cXDw8Pxo0bxyeffFLgsUOHDuXixYu8//77qFQqevfuzSeffMKePXtKfA1mZmb4+/vz+eefk5GRQd26ddm+fTtVqlQpcZlCqKKiooq1TOPQoUO5ffs2np6ebNu2jcuXL2NhYcHu3buZMWMGx48fL69YK624uDicnJyIjY3FxMSkosNRa+LEiaxbt47g4OAXcr4ePXrw77//cuPGDVnARwghXgFxcXGYmpoSHBz8Qv/upaamEhERgaOjo9ItGyA2NoTExIgXFoeBgWWxV90W4mWVnJzMvXv3sLS0REdHp9B9i91iMXfuXL755hsePHjAzz//rMyFffHixVwLs4jyl5WVRWpqKrq6uhUax7lz5/KdwSLH999/j4eHBxMnTmTx4sUvMLLKQ12ORDbJk3qSI/UkR+q9ajkyNXWQL/pCVALFrliYmpri7++fZ/uz8y+LshcdHc2VK1dy/Vy+fJn33nuP//znP3lmlCjMo0ePSElJITExEQMDg1zvhYSEEBFRvKc+ERERnD9/vtB9hg4dyoIFC7C2tsbZ2blY5b8KoqOjuXHjRoXGYGZmhq2tbYXGoM7Vq1dfqS4a5eF1ytH69euZP38+Wlpa6OjooKuri56eHvr6+hgYGGBgYIChoSFGRkYYGxtjbGyMiYkJsbGx1K1bF1NTU2WNAHNzc8zNzbGwsMjzufc6kmlFhRDlodhdodR1dWratGmpAnoZlXVXqFOnTvHbb7/x+PFjgoODuXPnjjLvtJaWFs7Ozri6upKenl6qReh+/fVXatasqfyBiYqKomPHTqSkFG+sTJcuXdi+fXuJ4xBCiMIMGDAAb29vUlJSSElJISkpicTERBISEkhISCA+Pp74+Hji4uJ4+vQpUVFRxMfH51oX4Fl6enpYWFhQpUoVLC0tc/1UrVoVKysrrK2tqVq1KtbW1pibm6Oh8Wot+3T79m3c3NxKfHxl6wolhCg/5doVqmPHjnm2Pfv0rLhPu0Ve3bt358GDB1haWlKvXj26d++Ou7s7NWvWxMXFRZmX+ty5c+zbt4/58+dTo0aNYp+nRo0auVo6Hjx4gJWlHl36DMbUvOiD0vR09ajToJ7a/WLiUoiOiEBPr3z+QCcnZ8/NXRnL19XWISWt8PnGtTSySM8snyfRYY8j+XPbNtatW4eHh0e5nKMsxMfHY2RkVNFhVGqvU44CAgLo168fQ4YMoVmzZkU+Li4uDhMTE5KTk4mJiSE2Npbo6Giio6OJjIwkKiqKyMhIIiMjiYiIIDIyklu3bhEeHk54eHieefy1tLSwtrbGxsZG+bG1taVatWpUr16datWqUa1aNaytrdHU1CzrNJQLa2vrig5BCPEKKnbFIigoKNfrtLQ0Ll++zKxZs5g4cWKZBfY6W7hwIT169GD16tXUrVu3wP1yxlbUqFGj0P2KSlcnjTNHx6OvX3ht9HlXbtni6f5I7X6paZmoVFXQ1iqfL/7Z5VMpyy9KjjIzM8vtqWhqagY+pw7i4eFR6JSGFe3UqVOVOr7K4HXMUXG6ekJ2haRx48bo6ekpFYGiysrKIjY2lrCwMMLDw3ny5AmPHz/myZMnPHr0iMePH3Pp0iX27NnD48ePycjIUI7V1NTE1tYWOzs77O3tlR9HR0ccHBxwcHDA0tKyUnRly8mREEKUpWJXLPJr8nz77bfR0dFh4sSJHDp0qEwCe53lPEnKyipWLzUgu9+sllaxf60AaGtloK+vw+6D64s1T7eF5TAuX/mx8H3Mq/LeOx8AFLv8IsVQyctXlyMn+5o0a9SuXGOvYmGofmchXnMqlUoZl6FuderMzEzCwsJ4+PAhDx484MGDB4SGhnL//n3u37/PxYsXCQ0NzTUVu4GBAY6Ojjg7O+Pk5ISzszMuLi64uLhQo0YNjI2Ny/sShRCi3JTsG2g+rKysuHPnTlkV91rLWRtk0KBB+Pn50bx5c5o2bap2bumIiAj69u2Lvb09P/30U4nPHxUdRnjkgyLvn5i8kYSEou9f3PKLqzKWry5H5mZVS1z2q8TV1bWiQ6j0JEfqvagcaWhoKC0iBbUiZWVlERERwb179wgJCeHevXsEBQURHBzM0aNHWbNmTa6VmK2srHB1dcXNzQ13d/dcP8VtuSmM3EdCiPJQ7IrFtWvXcr3Oysri8ePHLFy4sEy646izatUqFi9eTFhYGHXq1OHbb78tdMq87du3M3v2bEJCQnBxcWHq1Km0bt06V/yzZ8/ml19+ITY2lsaNG/Pdd9+VaMxCWQkPDweyZxLavn07W7ZsAcDd3Z0WLVrQrFkzGjZsmOuYnErF3bt3SUxMfKHx6upWJyEh4IWe82UjOSqa+Ph4WZxJDcmRepUpRyqVCisrK6ysrGjQoEGe93MqHoGBgQQGBnLnzh3u3LnDrVu3+PPPP4mKilLKcXR0xMPDgzp16lCnTh3q1q1LnTp1SlThqEw5EkK8OopdsXjrrbdQqVR5uuk0aNCg3Nco2LZtGxMnTmTevHn4+vqyfPlyevTowenTp7Gyssqz/6lTpxgyZAiTJk2ibdu2bNmyhX79+nHo0CFq164NwKJFi1ixYgVLly7F0dGRWbNm0aNHD06cOFEpZpx4dkrAW7duERgYyMqVK9HS0qJWrVpA9vSTY8eO5d69e6U+X1x8NGnphQ8yfp6paSOiovYXuk9aeirxiXFkZmYUu/yiKG75qgwVmklaZOink6WpvstZWnoqKcevo3k3AouHCYSbFS8+dTlKz0grUe6LIi09lbj46BIff+5uHIFPkqhhrY+vS/nO/vL48WMcHR3L9RwvO8mRei9Tjp6teDRp0iTP+xEREdy6dYubN28SEBDA9evX2bp1K/PmzSMrKwsNDQ3c3Nzw9vbGx8eHBg0a4Ovrq3Yx0pcpR0VRkqnSS8PS0hIHB1k3Q4jnFbticfHixVyvVSoVlpaWL+RL+NKlS+nfvz8ffJDd133+/Pns27eP9evXM2bMmDz7//jjj/j5+fHpp58CMGHCBA4fPsyqVauYP38+WVlZLF++nM8++4x27doBsGzZMmrWrMmuXbsq5YJ/OQMF09PTuXr1KpB9XZqamrkGEZZEckoEa3/zJz09Tf3OxRQTG86OPauJigmr8PL1nxhi+68dmumaZGhl8KjZfZKsEwo9xndLOFX/ze5e1gc41gwOtC70kGKJiQkv19yv/c0ffX2LYh87fetdluwNVV6PamvP5O4uZRmeEKIQOdPgPj+Ve0JCAteuXePy5ctcvnyZCxcusGvXLuLj41GpVNSuXZvmzZvTsmVLWrVqhaVl0Wf6e9mEhIRQp06dXGNZypuenh7Xrl17qSoXwcHBuLm5cebMGby9vSs6HPGKKnbFwt7evjziUCs1NZVLly4xduxYZZuGhgYtWrTgzJkz+R5z5swZZbxCjnfeeYe//voLgHv37vHkyRNatmypvG9iYoKvry9nzpwpsGKRM5d6jqdPn5b0sspMcSoVUVFR/PPPP3m23w85SXBIGvVqv4GRYeFPu54V9vA8RrrvFrpPfEIsx09cITEpjaEDuuHiXLYfxlHRYZw8v4/09DTefft9LMyr5rtfZmoGF4cdVvKlmaGJ42kXvH9siYZO/tNE6l5+hMPUX3Nta/4vOAzvTUq9oi04l5WVyBv1xxT4/oNHQRw58UehsZdUVHQYew5tQEc3s1jHnbsbl6tSAbBkbyjt61uWW8tFo0aNyqXcV4nkSL3XIUeGhoY0atQo17VmZGRw8+ZNTp8+zfHjxzly5Ag//vgjKpWKevXq0aNHD2X2xlcpRxERES+0UgHZ8/pHREQUq2IxePBgfvnlF7755hvGjx+vbP/jjz/o0aNHnmmOhXgZFali8eOPPzJgwAD09PT48cfCZ/8ZNmxYmQT2vMjISDIyMvJ0ebKysuLWrVv5HhMWFkbVqrm/pFWtWlVZbO7JkydKGc+XmbNPfhYsWJDv6uNnz57F0NAQHx8fAgICSEpKwtjYGGdnZy5fvgyAo6MjmZmZhIZmf2Hz9vbmzp07xMfHY2hoiLu7O127dmXZsmXUq1cPbW1t2rZtC2T/Htq2bYuTkxMRERH89NNPpKenM3jwYAIDA4mOjqZDhw7o6uqSkpJCbGwsiYmJaGlpUb16daWr1PHjx5k0aVKB17dt24kC3ysLNd0ssK3uiZVFPIEh2U/R7GxiSEnVIjwqe37+2q6PCQyxJCVVCyODFGyt4rh9L/v3VK1qLBkZGjyJzJ49xcPlCY8jXKla1R19g7uYGFvzJMobABurOAAeh2d/EbbXu0NG0jOVsCzISMrgUXBNqtfUQlMzk4dh2ZUqN8dwHoWbkHk9/z9Y+g90CbHLHutSwyGC8Cgj4uL10NbKoJZLGFduZVc6qpglEBFjgIrsKSad7SKJjjUg5qk+mhqZ1HZ9wt37rjg71wENc/T19Qh+kN264FgtiqcJekTFGqBSZVHX7THXA63JyNDA1DiJKmYJ3A3NzqG9bTRJydpERGfnsK7bI24GWxGfkoa1dRqmptcIDw/n1KlTuLi4kJyczMOHDwHw9fXl2rVrJCcnY2JigpOTE/duXmRkg3iOhuiio5FFE7vsblqBj56imxhCQkICRkZGuLq6Ki2Z9vb2aGhoKPdavXr1CAoK4unTp+jr6+Ph4aGs0l69enV0dHSUKaw9PT05ffo0+vr66OrqUq9ePeWhgY2NDYaGhgQGBmbfH7Vr8/jxY6KiotDW1sbHx4dTp04B2f/GTU1NuX37NgC1atUiIiKCiIgINDQ0aNiwIWfOnCEzM1N5GpyzKrqbm5sy1ShA48aNOX/+PGlpaVhYWGBjY8P169ezf+c1apCQkMDjx48BaNiwIZcvXyYlJQUzMzPs7e25cuVK9u/c2ZnU1FQePMgemF+az4jk5GSlYmxnZ4empmaufAcHBxMXF4eenh516tTh3Llz2f9uqlVDT0+Pu3fvZt8fdety//59YmJi0NHRwdvbm9OnTyv5NjIyUibk8PDw4MmTJ0RFRaGlpYWvry+nT58mKysLKysrzM3Nlc/hmjVrEhUVRXh4uJLvs2fPkpGRQZUqVahatSoBAQFKvuPi4pTP4mfzbW5urowXu3LlCg4ODiQmJvLoUfa0zQ0aNODq1askJydjamqKg4ODku+MjAwcHR25f/++ku8bN26QmJiIkZERNWrU4NKlSwDKF8OQkBAAvLy8CAwMJD4+HgMDA2rVqqXcs3Z2dmhpaREcHKzcsyEhIcTGxqKnp0fdunU5e/YsALa2thgYGCj3bJ06dXj48CHR0dF57llra2tMTEyUe9bDw4OwsDAiIyPR1NSkQYMGyj1rZWWFhYUFN2/eBLLH3kVHRxMeHo5KpaJRo0YkJSXh6upKq1atOHHiBFu2bOHSpUsEBgby4Ycf8vjxY2JjY2ndujUXL14kNTUVMzMz7OzslJZwdZ8RFhbFbwEV2S0dc+fOZciQIZibm1d0OEKUuSKtvO3t7c3BgwexsLAotPlMpVJx4cKFsoxP8ejRI+rUqcOePXtyPWmZMmUK//77L/v35+2/bm1tzdKlS3O1PKxevRp/f39u3rzJqVOneO+997h+/Xquec4HDRqESqUqcGal/FosPD09y2zlbVtbW+XLSknY2Njw77//Fvh+4S0Wv9G04buYGBX9j0boYzPsbWIK3ScuPoqLV4+RmBTP+P8MpZZb4dM4FldYxH3+OrCemNhw3u82hqqWdvnul5Gazv4eG0lPSoMsQAVa+tq02tIXTZ3869ma5+9h1CHv+KH4P0eT4VO0Psrq1rG4ffcyu/avLTT2kgqLuM+Gbd9z8IAVC77fU+Q1EM7djeO9OXn/Pe/+sn65tVicOnVK5tZX43XK0fnz5/H19eXcuXPFWrvjdcoRZE97GxgYyLlz5zh79iynT5/m7NmzSsXVz8+PDh060LdvXwwMDIDS56gyrbx9/vz5Cvl9F3dNmcGDBxMVFUVgYCDt27dnzpw5QN4Wi23btjFt2jTu3LmDra0tI0eOVHprHDlyhFatWuUp+8MPP+Snn37C1dU13/GWaWlp+XaFunr1Kl9++SXHjh3D0NCQVq1aMW/evFe665wovjJfefvZcRXPj7F4UapUqYKmpqYyY1KO8PDwAlcQfbZ1IsezrRg5x4WHh+eqWISHh6tdmC5ncbqK8uyYCktLy2INWrOwsKBz5855tl+9nILJpd9o3tSiWN1xwqMdsTIvfOB4VDRo6ekTExsPxBMWcb/I5RfFs2s/qFsHosbYetyZf5GMpAw09TSpMbYekXGFVOQcNDHs60G1jf83q1PU4AZEOmhCEa9DQ6VZ6DXHJ8QWKfaSKGmZvi4mjGprn6s71Oh37ct1ALeZmVm5lf2qkByp96rmKCsri/DwcK5fv87Vq1e5evUqly9f5sqVK8THxwPZLV6NGjVi5syZNG/eHB8fn3zXNnpVc1TZaWpqMmPGDD788ENGjRqFnV3uB0nnzp2jb9++TJ48mZ49e3LixAlGjx6NhYUFAwYM4I033lBaMwFu3LhBx44defPNNwE4ceKE8t0gIyOD3r17o62tnW8sMTExtGnThsGDB/Pdd9+RlJTE119/Td++fdm3b185ZUC86spsHYvypqOjg5eXF0ePHqV9+/ZA9lOaI0eOMGTIkHyPadiwIUePHmX48OHKtsOHDytTtTo6OmJtbc2RI0fw9PQEsp/CnDt3jkGDBpXzFRWPhoYGWVlZZGVlYWlpScuWLXFwcGD+/PmsWrWK3bt3q+2mpo6WtglaWtrsObShWMfp6NiQmqq+haWqZfUSlV9UxSlf1e7/ZoW6cfsK3FZzQE2o+18rtIKiCDfP4IHdWdh2tsixqcuRhZl1ueZGS0ub1JTir+o9ubsL7etbvrBZoZ7/Iyvykhyp97LnKDk5mbt373L79m1u3rypzAp1/fp1ZfpZHR0datasSb169ejatSve3t7Ur1+/yE+aX/Ycvcy6dOmCl5cX06ZNY+XKlbne+/7773nnnXeYMGECkN3VLSAggPnz5zNgwAB0dHSUB6GRkZEMGzaMgQMHKt9Znu3aPXbsWB4/fsyJE/l3b166dCne3t7MnDlT2bZy5UqcnZ25deuW2gUihchPkSoWOTd4UXzzzTclDkadESNGMHLkSGVaveXLl5OYmMj7778PwPDhw7G1tWXy5MlA9niPjh07smTJEtq0acO2bdu4ePEiCxYsALK7bn3yySfMmzePGjVqKNPN2tjYKJWXiqShoUFmZib6+vo0bdqU5s2b07x5c5ydnVGpVFy9epX58+ejUqn4/PPPAUpVudDTtaR/r/Fs27WCmNhw9Qf8f9WrDyYoaFah+5iZWtHp3Y/IzMwodvlFUdzyszSzSDcq+kA5M1MrmvQbrpRPMeNXlyMzMyu6tPu43HLTrf1QNv/6c4mO93UxKfcKRY6rV6++Vl1YSkJypF5lz1FWVhaRkZEEBQVx9+5dgoKCCAwM5O7du9y5c4fQ0FBlSncjIyNq1qxJzZo1adOmDbVr16Z27dq4uroW+CS6KCp7jl51s2fPpnXr1owbNy7X9hs3btCpU6dc25o2bcqiRYvIyMhAUzN7kpG0tDR69eqFg4OD8p3mWStXruR///sfR48ezXc6foDLly9z+PDhfFuv7t69KxULUSJFqljkDIjLcenSJTIyMpSVOwMDA9HQ0Cj36cu6detGZGQks2fPJiwsjLp167J582ala9P9+/fR0Pi/p7KNGzdmxYoVzJo1i5kzZ+Li4sK6deuUNSwAPv30UxISEhg7diyxsbE0adKEzZs3V+gaFl26dGH58uX06dNHebKRX1P2s3IqF2ZmZgV+iBSFiZE52lqF958rCW0tHYwMTJT/l/Jz09LULtfcmxjJIEEhXpS0tDQePHhAaGgooaGhhISEKKtu37t3j+Dg4FyrbZuamlKjRg1q1KhBo0aNlJW33dzcsLGxQaVSVeDViPLw5ptv0qZNGyZOnEj//v2LffzIkSO5f/8+x48fz/P94PDhw4wZM4Z169ZRr169AsuIj4+nQ4cOzJqV96GXrW3RZjwU4nlFqljs2LFD+f8ffvgBIyMjli5dqtRyY2JiGDVqVL6L+5S1IUOGFNj1aefOnXm2denShS5duhRYnkql4uuvv+brr78uqxBLbciQISxfvpzevXsXazVzlUrF0KFDCQoKUmb2eJahoSHOzs5qyynudKdpKSexqlK9yGWW9XSqL0P56nJkamxe4rLVKY8yy4uLS8WukXH79u18p482NjbGzc2tAiLKq6Jz9DIorxxlZmYSGRnJo0ePlJ+HDx/y4MED5ef+/fs8efIk1yKyZmZmODg44OjoyNtvv42joyPOzs7KT0XMDiT3UcX75ptvaNCgQa6WgVq1anH8+PFc+x0/fhx3d3eltWLBggVs2bKFo0eP5lk9/c6dO/Tu3Zsvv/ySrl27Fnr++vXr8/vvv+Pk5KT24aUQRVXsO2np0qVs2bIlV9OZmZkZX3/9NT169GDUqFFlGd9r6eeffwayW4ZsbGyKNTtDUFBQvjNG5Ni/f3+BlYu0dE2SklJ5750PihXv4wgjbCzj1e6XmpaJSkWxyy+qylx+UXKUmZlZfrGnZhAZVfgigJXBi56L/lm3b98utOn/1q1blaJyUZE5elkUJ0eJiYlEREQQHh6e6ycsLIywsDCePHnCkydPePz4MU+ePCE9PT3X8VWqVKFatWpUr14dLy8v2rdvj52dHXZ2dtjb2+Pg4ICxsXFZX2KpyX1U8Tw9Penbty9LlixRto0dO5Y33niDb775hp49e3Ly5EmWLl3K4sXZMxMeOHCAr776ikWLFmFpaanMIKmvr4+Ojo4y3ubjjz/ONbvksxPU5Bg+fDirV6+mX79+fPbZZ1hYWBAYGMivv/7KihUrlIqMEMVR7IrF06dPiYyMzLM9MjJSmZVClE7OXPKTJ09m8uTJVKlSReljm/NT0BecZ5vXi/t+Sqo2Dd/yp0uf9zE1L3plxtXBkjshD9XuF5+YgUqlwlC/+IOIiyIhKXsBuMpYflFypKWZRXpG+XR5uB/6mPsPYsql7LL08OHDCluEU91Cl5VhIUyo2BxVNllZWSQlJZGQkMDTp0+Ji4vj6dOnnD59GhsbG2JjY4mJiSEmJobo6Giio6OJiooiKiqKyMhIIiMjSUpKylOuoaEh1tbWWFlZYW1tjY+PD7a2tlhbW2NjY4Otra3yU9EzBJbUq3QfWVpaoqen98JX3i6LKVmnTp3K5s2bldc+Pj5s3LiRadOm8c0332Bra8vUqVMZMGAAAP/++y8ZGRmMHDmSkSNHKsd9+OGHTJ48mRs3bnDjxo08C/flt/hetWrVOHLkCF9//TXt2rUjJSUFR0dH2rRpk6tbuRDFUeyKRfv27Rk1ahQzZsxQ5m8+d+4cU6ZMoUOHDmUe4Ovo4MGD7Nq1i/T0dEJCQrh79y6BgYHs37+fn3/+maysLFQqlTK25Pr168qXnpxFngpy/fp1fv/9d65cucKSJUswMjJS1uTQ19cnPDKZJfOWFiver7/+Ot8+muL/DB48uMB1UV4UHR0dHj16pCz2VRnduHGjVANSSyNn0baSvv+iVGSOXrQ1a9YA0KdPH2Xhz5SUFJKSkkhMTCQxMTFXl6PnaWlpYWpqirm5ufJjbW2Nh4cHVapUUX6srKyU/1pZWSlrPYiXg4ODA9euXSvWtOulZWlpWaxVt4F8/wY4OTnleeDXrVs3unXrlm8ZOQ8cC1LY6t1OTk553ndzc8tVsRGitIq0QN6zEhMTmTx5MuvXr1duUC0tLfr168e0adMwNDQsl0Ars7i4OJycnMpsgbzCJCQkcP36da5cucLmzZvZs2dPicvKb9GpkJCQYn84Z2Zmqn268fnnn3P+/HliYmKKG6YQ4jXn5+dH7dq10dXVRU9PD319ffT19TEwMMDIyAhDQ0NMTEwwNjbGxMQEAwMDqlSpgr6+vgx8LkB6enqp+tVXpgXyhBDlqzgL5BW7YpEjISGB4OBgILsW/DpWKHK8yIrFsyIiIti7dy9OTk7o6+sD2U9V+/XrV+Ax69at4+DBg/z1118EBgaWyZO5S5cu4eXlVeD7u3btokOHDqxZs6ZYg9FfJTIneNFUZJ6K8m/Hw8PjBUaUv9fpXkpKSiI4OJi2bdsWq9uJus8kUfocScVCiNdHma+8nR9DQ0Pq1KlT0sNFGbC0tOSDD4o32NfDw4OAgAB0dXXLrLm/sH6tiYmJjBo1ijZt2vDhhx++tk8P09LS8rQOibwqc548PDwqRWyVOUfloVmzZsU+RgYmqyc5EkKUhxJVLC5cuMD27du5f/9+nv56a9euLZPARMmom32kPGYnKexp1TfffMOjR4/Yt2/fa1upgMJzJP5PReapIv7tlITcS+pJjtSTHAkhykOxKxZbt25lxIgRvPPOOxw6dIi3336bwMBAwsLCKsVq1a87Nzc3bt269ULn4ndycsp3+/Xr15k7dy4TJ05UFlN8XRWUI5FbReapIv7tlITcS+pJjtSTHAkhykOxKxYLFizgm2++4eOPP8bBwYHZs2fj6OjI2LFjsba2Lo8YRTG96C9Aly9fpnHjxrm2ZWVlMWLECJycnPjiiy9eaDyVUX45EnlVdJ4qS+WhMBWdo5eB5Eg9yZEQojwUe6Li4OBg2rRpA4C2tjaJiYmoVCqGDx8u3aCE4pdffuHIkSMsXbr0pZ3nXQghhBBCFF2xKxampqbKQni2trbK3O6xsbEkJiaWbXTipeDo6JjrdVRUFJ999hl9+/YtdBXw18nzORL5kzypJzlST3KknuRICFEeit0VqmnTphw6dIjatWvTuXNnvvrqK44ePcrhw4dp0aJFecQoKrmMjIxcr7/66ivS0tKYP39+BUVU+TyfI5E/yZN6kiP1JEfqSY6EEOWh2C0W/v7+yoqQn332GSNGjCA8PJyOHTuyaNGiMg9QVH73799X/v/EiROsWLGCb775BhsbmwqMqnJ5NkeiYJIn9SRH6kmO1JMcifJ048YNmjVrhpGREb6+vhUdjniBil2xMDc3x9bWNvtgDQ3GjBnDhg0bmDlzpvSlf82lp6fzySef0KBBAz755JOKDkcIIYSoNB4/fsx//vMf3N3dMTQ0xNnZmS5dunDw4MEyPY+fnx/jxo0r0zKLa/r06RgaGnLt2jX+/vvvfPcZPHgw2trajBgxIs97o0ePRltbm8GDB5d3qKKMFbtikZ+UlBR++OEH6tevXxbFiZdMzu990aJFXL16leXLl6OpqVnBUVUu8m+jaCRP6kmO1JMcqSc5erGCg4Np3Lgxhw8fZs6cOVy4cIE///yTFi1a8Omnn1Z0ePlKTU0t8bGBgYE0a9YMR0dHqlSpUuB+9vb2/PbbbyQlJSnbkpOT2bRpEw4ODiU+v6g4Ra5YpKSkMH36dN555x3atm3Lrl27AFi/fj3169dn2bJlDB8+vNwCFZXXrVu3CA0NZfLkyYwcOVKaPfNx69atig7hpSB5Uk9ypJ7kSD3JEZwPesqWU2GcD8q7dk1ZGz16NCqViuPHj9OtWzfc3d2pU6cOY8eO5dixY8p+MTExDB06FFtbWywsLGjdujWXLl1S3p8+fTq+vr6sW7cOV1dXqlSpwgcffKCsvzN48GCOHj3K4sWL0dbWRltbm+DgYACuXr1Khw4dMDMzo3r16gwYMICIiAilbD8/Pz799FPGjRuHjY0N7dq1y/daMjMzmTlzJk5OThgaGuLr68vevXuV97W1tTl//jwzZ85EW1ub6dOnF5iX+vXrY2dnx++//65s+/3337G3t8fb2zvXvnv37qVFixZYWlpibW1N586dCQwMVN5PTU3l008/xd7eHiMjI2rUqMG3334LZE+BP336dFxcXDA0NMTBwYExY8YUGJcouSJXLGbPns1PP/2Evb09oaGhDBo0iDFjxrBs2TJmzJjBpUuX+M9//lOesYpKKiEhgTFjxmBsbMyMGTMqOpxKKSEhoaJDeClIntSTHKknOVLvdc/RN78H02HuZT5dc5sOcy/zze/B5XauqKgo9u7dy/DhwzE0NMzzvpmZmfL/ffr0ITw8nJ07d3Lq1Cnq169P27ZtiYqKUva5e/cuO3bsYPv27fzxxx8cPXoUf39/IHutsSZNmvDRRx8RGhpKaGgo9vb2xMTE0KZNG7y9vTl58iR//vknYWFh9O3bN1csv/zyCzo6Ohw5coQffvgh3+tZtGgRCxYs4Ntvv+X8+fO0adOGrl27cvv2bQBCQ0OVSlNoaKjablkDBw5kzZo1yuuff/6ZAQMG5Nkv57vGyZMn2bt3LxoaGvTo0YPMzEwAlixZwp9//snGjRu5du0aa9asUWY/27ZtGwsXLmTp0qUEBASwZcsW6tatW2hcomSKPCvUH3/8wbJly3jvvfe4fv06b775Junp6fzzzz+oVKryjFFUcufOnWPbtm1s2rQJU1PTig6nUjIyMqroEF4Kkif1JEfqSY7Ue51zdD7oKT/se5Br2w/7HvCedxV8nI3L/Hx37twhKyuLmjVrFrrfsWPHOHPmDA8fPlTGrPr7+7Njxw62bt3KkCFDgOwWg9WrV2NsnB3rBx98wMGDB5kxYwampqbo6OhgYGCQawKVpUuX4u3tzcyZM5VtK1euxNnZmVu3buHu7g6Aq6src+bMKTTOBQsW8Pnnn9O7d28g+8Hz4cOHWbRoEYsXL8bGxgZNTU2MjIyKNInLBx98wMSJE7l37x4Ax48fZ/369Rw9ejTXfjkTBz0bv62tLdevX6du3bqEhITg6upKs2bNUKlUuaZUDgkJwcbGBj8/P7S1tXFwcKBRo0ZqYxPFV+QWi4cPH+Ll5QVA7dq10dXVZcSIEVKpeM0lJibi7+9P69at6dWrV0WHU2m5urpWdAgvBcmTepIj9SRH6r3OObobllSs7aWVlZVVpP0uX75MfHw81tbWmJmZKT9BQUHcvXtX2c/JyUmpVADY2NgQHh6utuzDhw/nKjfnif2zZfv4+BRaTlxcHA8fPqRp06a5tjdt2pQbN24U6TqfZ2VlRbt27Vi7di1r1qyhXbt2WFpa5tnv9u3b9OvXD3d3dywsLJR7ODQ0FID+/ftz6dIl6tSpw5gxY9i3b59ybI8ePUhKSsLd3Z1hw4axfft20tPTSxSvKFyRWywyMjLQ0dH5vwO1tPJt0hOvl5kzZ/Lo0SP27dsnlcxCXLx4kcaNG1d0GJWe5Ek9yZF6kiP1XuccuVTVL9b20nJzc0OlUnHz5s1C90tISMDW1pb9+/fnee/Z7lJaWrm/uqlUKqU7UEHi4+Pp0KEDs2bNyvNezkyfQIV9rxs4cKDSnb6gpQu6du2Kg4MDy5cvx9bWlszMTLy9vZVB5j4+Pty+fZs9e/Zw4MAB+vbti5+fH7/++iv29vZcu3aNAwcOsH//fkaPHs28efM4ePAg2traL+w6XwdFrlhkZWUxcuRIpXkuOTmZcePG5bkJ165dW7YRikrr+vXrfPfddwwYMAA3N7eKDkcIIYRQy8fZmJGtq+fqDjWqTfVy6QYFYGFhQZs2bVi2bBmjRo3K870pJiYGMzMz6tevz+PHj9HS0sLJyanE59PR0cmzAGL9+vX5/fffcXJyylMxKQ4TExOqVavG8ePHeeutt5Ttx48fp2HDhiUut23btqSmpqJSqWjTpk2e9yMjI7l58ybLly+nefPmALkGvT8bX69evejVqxfdu3enffv2REVFYWFhgb6+Ph06dKBDhw4MHz6cunXrcuXKFbWtNKJ4inx39enTJ9frnj17lnkw4sV5/Pgxbdu2LVUZt27dwsnJia+++qqMonp12dvbV3QILwXJk3qSI/UkR+q97jma0NWJ97yrcDcsCZeq+uVWqcixaNEiWrRoQdOmTZkyZQqenp6kp6ezf/9+VqxYwZUrV/Dz86NJkyZ0796dOXPm4ObmxsOHD9m9ezedO3emQYMGRTqXo6Mjp0+fJjg4GCMjIywsLBg+fDirV6+mX79+fPbZZ1hYWBAYGMivv/7KihUrijVF/Lhx45QZlry8vFizZg2XLl0q1YNlTU1Nrly5ovz/88zNzalSpQorV67ExsaG0NBQvv7661z7LFiwAFtbW7y9vdHQ0GDLli3Y2NhgZmbGmjVryMjIoFGjRhgYGLBhwwb09fVzjcMQZaPIFYuCZgcQL59OnTpx69atIvf7LEjjxo0ZP348BgYGZRTZq0tDo0yWjHnlSZ7UkxypJzlST3KU3XJR3hWKHC4uLpw+fZrZs2czfvx4Hj16hJWVFT4+PixZsgTI7tK0c+dOJk2axMcff0x4eDg2NjY0b94ca2vrIp9r3LhxDB48mHr16pGUlMTt27dxcnLiyJEjfP3117Rr146UlBQcHR1p06ZNse+F0aNHExcXx/jx4wkLC8PDw4Pff/+91D0XTExMCnxPQ0OD9evXM3bsWLy9vXF3d+f777/Hz89P2cfY2JjvvvuOO3fuoKmpSYMGDdixYwcaGhqYmZnh7+/P559/TkZGBnXr1mX79u2FrrEhSkYVFRVVum+Xgri4OJycnIiNjS30H8ar6tSpU69tX92ikhwVjeRJPcmRepIj9Uqbo7i4OExNTQkODn6hf/dSU1OJiIjA0dERPT29F3ZeIV5nycnJ3Lt3D0tLy1zjrfMjjyyEEEIIIYQQpSYVC1Fq9erVq+gQKj3JUdFIntSTHKknOVJPciSEKA8vTcUiOjqaoUOH4uDggJOTE6NHjyY+Pr7Q/b/44gsaNWpEtWrV8PT05MsvvyQuLi7XfhYWFnl+tm7dWt6X80oJCgqq6BAqPclR0Uie1JMcqSc5Uk9yJIQoDyWfc+wFGzp0KE+ePGHbtm2kp6czatQoxo4dy8qVK/Pd/9GjRzx69Ijp06dTs2ZNQkND+eyzz3j06FGupeMhexn4ZwcAyerRxfP06dOKDqHSkxwVjeRJPcmRepIj9SRHQojy8FJULG7evMmBAwc4cOAA9evXB2DOnDn07t2b6dOn51rcJUft2rVzTX3m7OzMhAkT+OSTT0hPT881j7OpqWmxZlwQuenrl8+iQq8SyVHRSJ7UkxypJzlST3IkhCgPL0VXqDNnzmBqaqpUKgBatmyJhoYG586dK3I5cXFxGBsb51kcZvz48bi6utKqVSvWrVundhrWlJQU4uLilJ/X/cmPh4dHRYdQ6UmOikbypJ7kSD3JkXqSIyFEeXgpWizCwsKwsrLKtU1LSwtzc3PCwsKKVEZkZKSySvSzvvrqK958800MDAw4dOgQn3/+OQkJCQwbNqzAshYsWIC/v3+e7WfPnsXQ0BAfHx8CAgJISkrC2NgYZ2dnLl++DGQvXJOZmUloaCgA3t7e3Llzh/j4eAwNDXF3d+fChQsA2NnZoampyb1794DswXbBwcHExcWhp6dHnTp1lIpVtWrV0NPT4+7duwDUrVuX+/fvExMTg46ODt7e3pw+fRoAGxsbjIyMuHPnDpD9B+bJkydERUWhpaWFr68vp0+fJisrCysrK8zNzbl16xYANWvWJCoqivDwcDQ0NGjYsCEHDx7EzMyMKlWqULVqVQICAgBwc3MjLi6OJ0+eANnrXpw/f560tDTMzc2pVq0a165dA6BGjRokJiby6NEjABo0aMDVq1dJTk7G1NQUBwcHZfEcJycn0tPTuX//PgA+Pj7cuHGDxMREjIyMqFGjBpcuXQLAwcEBgJCQEAC8vLwIDAwkPj4eAwMDatWqxfnz55V8a2lpERwcDICnpychISHExsaip6dH3bp1OXv2LAC2trYYGBgQGBgIQJ06dXj48CHR0dFoa2vj4+PDqVOnALC2tiY0NFSZos3Dw4OwsDAiIyOVubbPnDlDZmYmVlZWWFhYcPPmTQDc3d2Jjo4mPDwclUpFo0aNOHfuHOnp6VhYWGBtba3k29XVlfj4eB4/fgxAo0aNuHjxIqmpqZiZmWFnZ8fVq1eB7DnVk5OTefjwIQC+vr5cu3aN5ORkTExMcHJyynXPZmRkKPmuX78+t27dIiEhASMjI1xdXbl48SKQveiWhoZGrns2KCiIp0+foq+vj4eHh5Lv6tWro6Ojo/T19vT05MSJExgZGaGrq0u9evU4c+aMcs8aGhoq+a5duzaPHz8mKioqT76rVq2Kqakpt2/fBqBWrVpEREQQERGh3LM5+ba0tMTS0pIbN24o92xsbKzyufLsPWthYYGNjQ3Xr19X7tmEhAQl3w0bNuTy5cukpKRgZmaGvb29cs86OzuTmprKgwcPlHu2pJ8RT58+Veadf1k+I86ePUtGRsYL+4xISUmhRo0aL9VnhImJiXLPvojPiOjoaNq2bVvizwgLCwuEEOJ5FbqOxbRp01i4cGGh+5w8eZI///yTTZs2KX/0cri7u/Pll18yePDgQsuIi4ujW7dumJubs2HDBrS1tQvcd9asWWzYsEH5cM1PSkoKKSkpucqvV68eoaGhr+U6FmfPni3yiqCvK8lR0Uie1JMcqSc5Uq+0OYqLi8Pe3p6goKAXOi5R1rEQ4sUrzjoWFdpiMXLkSPr27VvoPk5OTlStWpXw8PBc29PT04mOjqZq1aqFHv/06VN69uyJsbExv/zyS6GVCsh+Cvbdd9+RkpKCrq5uvvvo6urmei+nK5S9vX2hZQshhBCvkvj4eJnwRAihqNCKRU43BHUaNmxIbGwsFy9exNvbG4CjR4+SmZmJr69vgcfFxcXRo0cPdHV1Wb9+fZGebly5cgUzM7MCKxX5sbW15cqVKxgZGaFSqYp83Kvg6dOneHp6cuXKFYyNjSs6nEpJclQ0kif1JEfqSY7UK4scZWVlER8fn+/kKaLirVmzhs8++4yIiIiKDuWlkJiYyMCBA9m/fz9Pnz4lPDwcMzOzig7rpfRSjLGoWbMmfn5+jBkzhnnz5pGWlsYXX3xBt27dlA+1hw8f0rVrV5YuXYqvry9xcXF0796dpKQkfvzxR54+faq0LFhaWqKpqcmePXsICwujQYMG6OnpcfjwYRYsWMDIkSOLFZ+GhgbVq1cv8+t+mRgbG7+W3cCKQ3JUNJIn9SRH6kmO1CttjqSloujCw8OZOnUqu3fv5smTJ5ibm1OvXj0mTJhAs2bNANDW1mbLli107ty5WGW7uroyevRo/vOf/yjbevXqxXvvvVeqmFNTU1m0aBEbNmzgzp07GBgY4O7uzuDBg/nggw/U9gApqunTp/PHH38UazKesrZ27VqOHTvG0aNHsbS0zPfeXrNmDR9//DEAKpWKatWq4efnx+zZs9X2nnmdvBQVC4AVK1Ywfvx4unbtikqlomPHjsyZM0d5Pz09ndu3b5OUlATA5cuXlZv0+VaNixcv4uDggJaWFqtXr2bixIlkZWXh7OzMzJkz6d+//4u7MCGEEEK80nr16kVqaio//fQTzs7OPHnyhEOHDhEVFVUu59PX1y/VlMKpqam0a9eOy5cvM3XqVJo2bYqJiQmnTp1i/vz5eHt7Kz1IKovU1FS1/f8LcvfuXWrVqkXdunUL3c/ExIRr166RmZnJ5cuX+fjjj3n06BF//fVXnn0zMjJQqVTKZBuVwYuIqfJcrRrm5uasXLmSkJAQ7t27x5IlSzAyMlLed3BwICoqiubNmwPQvHlzoqKi8v3JmQWkVatWHDlyhJCQEEJDQzl69CgDBw6sVDeBEEIIIcrBqVOo1q2D/z87V3mJiYnh2LFjzJ49m5YtW+Lo6EijRo344osv6NixI5Dd6gDQo0cPtLW1ldeBgYF069aN6tWrY2ZmRpMmTThw4IBStp+fH/fu3eO///0v2traSivCmjVr8nQ1//PPP2nSpAlGRkbY2NjQo0ePAmNetGgR//zzD3v37mXEiBF4e3vj4uJC3759OX78OG5ubgBkZmby7bff4ubmhrGxMT4+PmzdulUp58iRI2hra3Pw4EEaN26MiYkJb775pjKr2Zo1a5gxYwaXL19W4s9ZxDgmJoahQ4dia2uLhYUFrVu3VmZzg+yWDl9fX1avXo2bm1uu74TP27ZtG15eXhgaGuLq6sqCBQty5XDBggX8888/aGtr51ow+XkqlQobGxuqVavGu+++y6hRozhw4ABJSUlKznfu3Em9evUwNDQkJCSElJQUxo8fj6OjI6ampjRt2pQjR44oZd67d48uXbpgZWWFqakpXl5e7N69G4Do6Gg+/PBDbG1tMTY2xsPDg59//jlXbmNiYpSyLl68iLa2tjJzXUljKo2XpsVCVE66urqMHz++WGNSXjeSo6KRPKknOVJPcqSe5Ag0vvoKje++U15n/ve/ZM6eXS7nMjIywsjIiD/++IPGjRvnm/cTJ05QrVo1Vq1aRdu2bdHU1ASyB8e/++67TJ8+HV1dXdatW0eXLl24du0aDg4ObN68GV9fXz7++GM++uijAmP466+/6NGjB1999RX/+9//SE1NZc+ePQXuv2HDBvz8/HKtH5bj2QrMt99+y4YNG/jhhx9wdXXln3/+YcCAAVhZWfHWW28px0yaNIm5c+diaWnJyJEjGTJkCEePHqVXr15cu3aNv//+W4knpxtSnz590NfXZ+fOnZiamrJy5Uratm3L9evXlemOAwMD+f333/ntt9+UnD3v3Llz9O3bl8mTJ9OzZ09OnDjB6NGjsbCwYMCAAWzevJmvv/6aa9eusXnz5mK1eujp6ZGZmUl6ejqQPVZj7ty5LF++XJle+9NPPyUgIID169dja2vLH3/8Qfv27blw4QJubm58+umnpKamcvDgQQwNDQkICFAqSVOmTCEgIICdO3diaWlJYGCg0jOnqEoSU2lIxUKUiq6uLl9++WVFh1GpSY6KRvKknuRIPcmReq99jk6dylWpAND47jsyu3SBxo3L/HQ53a4/+eQTVqxYQf369Xnrrbfo1asX9erVA1DW6jIzM8PGxkY51svLCy8vL+X1tGnT+OOPP9i5cycjR47EwsICTU1NpRWiILNnz6ZXr15MmTIlV9kFuXPnDi1atCj0ulJSUpgzZw579uzhjTfeALLXP/n3339ZuXJlrorFjBkzlNfjx4+nU6dOJCcno6+vj5GREZqamrniP3bsGGfOnOHhw4dKRczf358dO3awdetWhgwZAmR3f/rf//6XZ62zZ33//fe88847TJgwAcheqiAgIID58+czYMAALCwsMDAwQEdHp9AcPu/27dusXLkSX19fZRKEtLQ0Fi9erOQ2JCSENWvWcPfuXapVqwbAuHHj2Lt3L2vWrGHmzJmEhITQrVs3PD09lRzmCA0NxdvbW5ka2snJqcjx5ShJTKUhFQshhBBCvDZU/38hwvy2Z5VDxQKgW7dutGvXjmPHjnHq1Cn27NnDd999x48//phn4d5nxcfHM336dHbv3s2jR49IT08nKSlJWUCzqC5dulRoi8bzsrLUL3F2584dEhMT8wwST01NzTP+IudLM6B8eQ8LC1O6pj/v8uXLxMfHY21tnWt7UlKSssgnZC8oWlilAuDGjRt06tQp17amTZuyaNEiMjIyCmzpyE9sbCxmZmZkZmaSnJxMs2bN+PHHH5X3dXR0lMoiwNWrV8nIyKB27dq5yklJSaFKlSoAjBo1ilGjRrFv3z78/Pzo2rWrUsawYcPo1asXFy5coHXr1nTq1ImmTZsWOd6SxlQaUrEQQgghxGsjq4CuHgVtLyt6enq0atWKVq1aMWHCBIYOHcr06dMLrViMHz+eAwcO8O2331KjRg309fXp3bs3qampxTp3cQdyu7m5KeMgChIfHw/Ajh07lCffOZ7v7vXsDFI50/JnZmYWWHZCQgK2trbs378/z3vPTgNrYGBQaIxlzdjYmNOnT6OhoYGtrW2evOrr6+dadiA+Ph5NTU1OnTqVpwKT093po48+ok2bNvz111/s37+fb7/9Fn9/f0aNGsW7775LYGAgu3fvZv/+/bRt25bhw4fj7++vjAd+thKYlpaWJ+aSxFQaMkpZCCGEEK+Pxo3J/O9/c23K/PzzcukGVRgPDw8SEhKU19ra2mRkZOTa5/jx4/Tv358uXbrg6emJjY0N9+7dy7WPjo5OoV/SIbvF4ODBg0WOrW/fvhw4cIALFy7keS8tLY2EhARq166Nrq4uISEhuLq65vopzoLBOjo6ea67fv36PH78GC0trTxlF2X9s2fVqlWL48eP59p2/Phx3N3di9VaAdnLC7i6uuLi4lKkypq3tzcZGRmEh4fnuY5nu13Z29szbNgwNm/ezNixY1m9erXynpWVFf3792ft2rXMmzePVatWASh5ePTokbLvs4PbSxtTSUnFQgghhBCvlczZs0k/doyM//2P9GPHyJw1q9zOFRkZSevWrVm/fj2XL18mKCiILVu2MG/ePGVWKMjuP3/w4EEeP35MdHQ0kN1y8Pvvv3Px4kUuXbrEhx9+mKcS4ejoyD///MODBw8KXBBv0qRJ/Prrr0ybNo2AgACuXLnC3LlzC4z5008/pWnTprRt25alS5dy6dIl7t69y+bNm2nWrBm3b9/G2NiYcePG8d///pe1a9cSGBjI+fPnWbJkCWvXri1yfhwdHQkODubixYtERESQkpKCn58fTZo0oXv37uzbt4/g4GCOHz/OpEmTOHv2bJHLBhg7diwHDx7km2++4datW6xdu5alS5cyduzYYpVTEu7u7vTt25dBgwbx+++/ExQUxOnTp/n222+VKWrHjRvH33//TVBQEOfPn+fw4cN4eHgAMHXqVHbs2MGdO3e4du0af/31F7Vq1QJQKnAzZszg9u3b/PXXX3z//fdlElNpSMVCFNu8efNo27Yt1atXL/JAoqysLGbNmoWHhwfVqlWja9euBAYGlm+gFSg6OpqhQ4fi4OCAk5MTo0ePVpqNC9KxY0csLCxy/YwbN+4FRfxirFq1Ci8vL2xtbWnVqpXaBZG2b99O48aNsbW1pVmzZuzbt+8FRVpxipOjDRs25LlnXvWVkI8fP07fvn2pXbs2FhYW7Nq1S+0xx44do2XLltjY2ODr68uGDRteQKQVp7g5OnbsWJ77yMLCgidPnrygiCtI48Zk9etX7i0VRkZGNGrUiIULF/LOO+/g7e3N1KlT+eijj1i0aJGyn7+/PwcOHMDZ2ZmGDRsCMHfuXMzNzXnrrbfo2rUrrVu3zjNT05QpUwgODqZmzZoF/vtv0aIFmzZtYufOnTRo0IA2bdpw5syZAmPW1dVlz549/Pe//2XlypU0b96cN954gyVLljBq1ChlvYdp06bx9ddf4+/vj6enJx06dGD37t04OzsXOT/dunWjbdu2tG7dGltbWzZt2oRKpWLnzp28+eabfPzxx9SuXZt+/fpx7969POMu1PHx8WHjxo389ttveHt7M23aNKZOnVpoF7SytHr1avr168f48eOpU6cOPXr04OzZs0qrTkZGBp9++qmSPzc3NxYvXgxkt+ZMnDgRHx8f3nnnHTQ1NVm/fj2Q3cL1yy+/cOPGDXx8fJg7dy7Tpk0rk5hKQxUVFaV+hI4Qz5g9ezampqY8fPiQdevWKfMlF2bhwoUsWLCApUuX4ujoyKxZs7h+/TonTpxAT0+v/IN+wXr27MmTJ0+YP38+6enpjBo1ivr167Ny5coCj+nYsSM1atTgq6++Urbp6+u/MqsHb9u2jREjRjBv3jx8fX1Zvnw5f/zxB6dPn8538N2pU6fo0KEDkyZNom3btmzZsoVFixZx6NChPIPOXhXFzdGGDRv46quvOH36tLJNpVK90qvA7tu3j9OnT+Pl5UX//v355ZdfaN++fYH737t3j2bNmjFw4EA+/PBDjh49ytdff82mTZsKna/+ZVbcHB07doxOnTpx+vRpZXYbyO6CUdnWdUpNTSUiIgJHR8dX8m+HEJVRcnIy9+7dw9LSUu10vFKxECW2YcMGvv76a7UVi6ysLGrXrs2IESMYPXo0AHFxcdSsWZMlS5bQvXv3FxDti3Pz5k3eeOMNDhw4oDxZ2r9/P7179+bq1asFPlHq2LEjdevWZXY5zaVe0Vq1aoWPjw/+/v5A9sA9T09PhgwZwpgxY/LsP3jwYBITE9m0aZOyrXXr1nh6ejJ//vwXFfYLVdwcFfXf4KvKwsJC7ZfmqVOn8vfff+fqY/3RRx8RGxvLli1bXkSYFaooOcqpWAQFBSlrCFRWUrEQ4sUrTsWicj2KEK+ke/fu8eTJE1q2bKlsMzExwdfXt9Cm2JfVmTNnMDU1zdVc3bJlSzQ0NNR2/dmyZQuurq40bdqU6dOnk5iYWN7hvhCpqalcunQp17zoGhoatGjRosB74MyZM3nmUX/nnXdeyXsGSpYjyJ49pV69etStW5cPPviAgICAFxHuS+N1u49K46233sLDw4OuXbty8uTJig5HCPESkulmRbnL6af7fFcOKysrwsLCKiKkchUWFpbnWrW0tDA3Ny/0ert37469vT22trZcu3aNqVOncufOnWINgqusIiMjycjIyPceuHXrVr7HhIWF5enSU7Vq1VfynoGS5cjV1ZXFixdTp04d4uLiWLJkCe+++y7Hjx+nevXqLyLsSq+g++jp06ckJSUVexrOV5G1tTXz58/H29ublJQUfvnlFzp16sS+ffsKXURNCCGeJxULAWQPwFq4cGGh+5w8eRJ3d/cXFFHlU9QcldTAgQOV/69duzbW1tZ06dKFoKCgYg2EE6+PRo0a0ahRo1yvmzRpws8//6ysMiuEOm5ubrg9s4ZD48aNCQ4OZtmyZSxfvrwCIxNCvGykYiEAGDlyJH379i10n5IsJQ8oMziEh4fnmiM5PDxcmVniZVDUHFWtWpXw8PBc29PT04mOji7WoFpfX18A7t69+9JXLKpUqYKmpmaevISHhxc4w0d+rRP5PX1+VZQkR8/T1tbG09OToKCg8gjxpVTQfWRsbCytFYXw8fGR7lBCCKBoK7HnkIqFALIXWinuojNF5ejoiLW1NUeOHMHT0xPIHrx97tw5Bg0aVC7nLA9FzVHDhg2JjY3l4sWLeHt7A3D06FEyMzOVykJRXLlyBaBMFqypaDo6Onh5eXH06FFlEGlmZiZHjhxhyJAh+R7TsGFDjh49yvDhw5Vthw8fVqZhfNWUJEfPy8jIICAggFatWpVnqC+Vhg0b5pmm+FW+j8rKlStXKuVnj6amJllZWaSmpsrgbSFekKSkJLKystDSUl9tkIqFKLb79+8THR3N/fv3yczMVL4AOzs7K8vBN27cmEmTJtGhQwdUKhWffPIJ8+bNo0aNGsp0szY2NoXOVPKyqlmzJn5+fowZM4Z58+aRlpbGF198Qbdu3ZQZoR4+fEjXrl1ZunQpvr6+yoJJrVu3xsLCgmvXrjFhwgSaNm1KnTp1KviKysaIESMYOXIk3t7e+Pj4sHz5chITE3n//fcBGD58OLa2tkyePBmAYcOG0bFjR5YsWUKbNm3Ytm0bFy9eZMGCBRV5GeWquDny9/enQYMGuLi4EBsby+LFiwkNDeXDDz+syMsoV/Hx8blaZO7du8eVK1cwNzfHzs6O6dOn8+jRI5YtWwbAoEGDWLVqFVOmTOGDDz7gn3/+Yfv27blmG3vVFDdHy5Ytw9HRkVq1apGcnMwvv/zCP//8w9atWyvqEgqkoaGBjo4OERERaGtro1KpKjokIV5ZWVlZJCUlER4ejoGBQZGmn5aKhSi22bNns3HjRuV1zowrO3bsoHnz5gDcvn2buLg4ZZ9PP/2UhIQExo4dS2xsLE2aNGHz5s2v7BOnFStWMH78eLp27YpKpaJjx47MmTNHeT89PZ3bt2+TlJQEZHdhOXLkiPJFsnr16nTs2JHPPvusoi6hzHXr1o3IyEhmz55NWFgYdevWZfPmzUrXpvv37+f60GrcuDErVqxg1qxZzJw5ExcXF9atW/fKrmEBxc9RTEwMY8aMISwsDDMzM7y8vNizZ4+yMuur6OLFi3Tq1El5PXHiRAD69u3LDz/8wJMnT7h//77yvqOjI5s2bWLChAn8+OOPVKtWjYULF76ya1hA8XOUlpbGpEmTePToEfr6+tSpU4fff/+dN99884XHro5KpVImwggJCanocIR45WVlZWFgYICZmVmR9pd1LIQQQgjxUsnKyiI9Pb1Yfb+FEMWnpaVVrIUypcVCCCGEEC8VlUqFtrZ2RYchhHiOLJAnhBBCCCGEKDWpWAghhBBCCCFKTSoWQgghhBBCiFKTioUQQgghhBCi1KRiIYQQQgghhCg1qVgIIYQQQgghSk0qFkIIIYQQQohSk4qFEKLCHDt2DAsLC2JjYwvdz8vLi2XLlr2QmD755BPmz59fqjL279/PW2+9RWZmZhlFJYQQQlR+UrEQQhRq5MiRWFhYYGFhgbW1Nb6+vvj7+5Oenl7qshs1akRAQAAmJiYAbNiwAScnpzz7HThwgAEDBpT6fOpcvXqVffv2MXTo0FKV06pVK7S1tdm8eXMZRSaEEEJUflKxEEKo5efnR0BAAGfPnmXkyJF8++23LF68uNTl6ujoYG1tjUqlKnQ/S0tLDAwMSn0+dVasWEHnzp0xMjIqdVl9+/ZlxYoVZRCVEEII8XKQioUQQi1dXV2sra2xt7dn8ODBtGjRgt27dwMQExPD8OHDcXZ2pnr16vTs2ZPAwEDl2NDQUPr27YuzszN2dna88cYb7Nu3D8jdFerYsWOMGjWKuLg4pYVkzpw5QN6uUPfv3+eDDz7A3t4eBwcHBg0aRFhYmPL+nDlzeOutt/j111/x8vLC0dGRjz76iKdPnxZ4jRkZGezYsYN3330313YvLy++++47hg8fjr29PfXq1WP37t1EREQoMTRv3pwLFy7kOu7dd9/lwoULBAUFlTDrQgghxMtFKhZCiGLT19cnLS0NyO4qdeHCBTZs2MDevXvJysqid+/eyvuff/45KSkp7Nq1i2PHjjF16lQMDQ3zlNmoUSNmzZqFsbExAQEBBAQEMGrUqDz7ZWZm8sEHHxAdHc3OnTvZtm0b9+7d46OPPsq1X3BwMLt27WLjxo1s2rSJ48ePs3DhwgKv6dq1a8TFxeHt7Z3nvWXLltG4cWMOHz5MmzZt+OSTTxg+fDg9e/bk0KFDODs7M3z4cLKyspRj7OzsqFq1KidOnChSToUQQoiXnVZFByCEeHlkZWVx5MgRDh48yJAhQwgMDGT37t3s3r2bxo0bA9ndiTw9Pdm1axddunTh/v37dOzYkdq1awPkO4YCsrtFmZiYoFKpsLa2LjCGI0eOcP36dS5cuICdnR0AS5cupWnTppw/fx4fHx8guwLyww8/YGxsDECvXr04cuQIEydOzLfc0NBQNDU1sbKyyvNe69atGThwIJBdUfrpp5+oX78+Xbp0AeDTTz+lbdu2hIWF5YrdxsaG0NDQAq9FCCGEeJVIi4UQQq29e/dib2+Pra0tvXr1omvXrnzxxRfcunULLS0tGjRooOxrYWGBq6srt27dAmDo0KHMmzePd999l9mzZ3Pt2rVSxXLr1i2qV6+uVCoAatWqhampqXJOAHt7e6VSAWBtbU1ERESB5SYnJ6Orq5vveI+cShFA1apVC9z2fPl6enokJSUV9dKEEEKIl5pULIQQajVv3pwjR45w9uxZHj58yNKlS/PtzpSf/v37c/78eXr37k1AQADvvPPOCxnUrK2tneu1SqUqdPpXCwsLEhMTSU1NLbSsnIpHftueLz86OpoqVaoUP3ghhBDiJSQVCyGEWoaGhri4uGBnZ4eW1v/1oHR3dyc9PZ2zZ88q26Kiorhz5w41a9ZUttnZ2TFo0CDWrl3LyJEjWbt2bb7n0dHRUbv2g7u7Ow8ePOD+/fvKths3bhAbG5vrnMXl6ekJwM2bN0tcxrOSk5MJDg6mXr16ZVKeEEIIUdlJxUIIUWI1atSgXbt2jBkzhpMnT3L16lWGDRuGra0t7dq1A+Crr77iwIED3Lt3j0uXLvHPP//g7u6eb3n29vbEx8dz5MgRIiMjSUxMzLNPy5YtqV27NsOGDePSpUucO3eOESNG0KxZM+rXr1/ia7G0tMTLy4uTJ0+WuIxnnT17Fl1dXRo2bFgm5QkhhBCVnVQshBClsmTJEry9venTpw9t27YlKyuLX3/9VekqlJmZyfjx42nSpAk9e/bE1dWV7777Lt+yGjduzKBBg/joo49wc3Nj0aJFefZRqVSsX78eMzMzOnToQNeuXXF0dGT16tWlvpYPP/ywzBa127p1Kz169Hgh628IIYQQlYEqKioqS/1uQgjx6ktKSqJRo0asXr2aRo0albicyMhIGjVqxMGDB3F0dCzDCIUQQojKS1oshBDi/9PX12fZsmVERUWVqpyQkBDmzp0rlQohhBCvFWmxEEIIIYQQQpSatFgIIYQQQgghSk0qFkIIIYQQQohSk4qFEEIIIYQQotSkYiGEEEIIIYQoNalYCCGEEEIIIUpNKhZCCCGEEEKIUpOKhRBCCCGEEKLUpGIhhBBCCCGEKDWpWAghhBBCCCFK7f8BRMjOlTxxcZEAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "juno.info()\n",
    "juno.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_flight = Flight(\n",
    "    rocket=juno,\n",
    "    environment=env,\n",
    "    inclination=85,\n",
    "    heading=105,\n",
    "    rtol=1e-6,\n",
    "    atol=1e-6,\n",
    "    max_time=600,\n",
    "    rail_length=5.2,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Rail Departure State\n",
      "\n",
      "Rail Departure Time: 0.892 s\n",
      "Rail Departure Velocity: 15.692 m/s\n",
      "Rail Departure Stability Margin: 3.305 c\n",
      "Rail Departure Angle of Attack: 35.750°\n",
      "Rail Departure Thrust-Weight Ratio: 5.212\n",
      "Rail Departure Reynolds Number: 1.241e+05\n",
      "\n",
      "Burn out State\n",
      "\n",
      "Burn out time: 5.800 s\n",
      "Altitude at burn out: 2227.378 m (ASL) | 747.378 m (AGL)\n",
      "Rocket speed at burn out: 243.976 m/s\n",
      "Freestream velocity at burn out: 248.255 m/s\n",
      "Mach Number at burn out: 0.715\n",
      "Kinetic energy at burn out: 7.158e+05 J\n",
      "\n",
      "Apogee State\n",
      "\n",
      "Apogee Time: 26.339 s\n",
      "Apogee Altitude: 4456.849 m (ASL) | 2976.849 m (AGL)\n",
      "Apogee Freestream Speed: 64.569 m/s\n",
      "Apogee X position: -940.492 m\n",
      "Apogee Y position: -920.888 m\n",
      "Apogee latitude: 32.9310960°\n",
      "Apogee longitude: -106.9220619°\n",
      "\n",
      "Impact Conditions\n",
      "\n",
      "Time of impact: 149.025 s\n",
      "X impact: 493.767 m\n",
      "Y impact: -202.682 m\n",
      "Altitude impact: 1480.000 m (ASL) | -0.000 m (AGL) \n",
      "Latitude: 32.9375544°\n",
      "Longitude: -106.9066957°\n",
      "Vertical velocity at impact: -23.531 m/s\n",
      "Number of parachutes triggered until impact: 1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "test_flight.prints.out_of_rail_conditions()\n",
    "test_flight.prints.burn_out_conditions()\n",
    "test_flight.prints.apogee_conditions()\n",
    "test_flight.prints.impact_conditions()\n",
    "test_flight.plots.trajectory_3d()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The following attributes were create and are now available to be used:  ['time', 'altitude', 'vz']\n"
     ]
    }
   ],
   "source": [
    "columns_map = {\n",
    "    \"time\": \"time\",\n",
    "    \"altitude\": \"altitude\",\n",
    "    \"velocity\": \"vz\",\n",
    "}\n",
    "\n",
    "cots_altimeter_flight = FlightDataImporter(\n",
    "    name=\"COTS Altimeter Flight\",\n",
    "    paths=\"../../data/rockets/juno3/cots_altimeter.csv\",\n",
    "    columns_map=columns_map,\n",
    "    units=None,\n",
    "    interpolation=\"linear\",\n",
    "    extrapolation=\"zero\",\n",
    "    delimiter=\",\",\n",
    "    encoding=\"utf-8\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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eHh4lPiM4OBhXV1e+/vprnJyccHBwoHPnzkWOp+jbty8PPvggc+fO5cKFCwwZMgS9Xs+OHTvo27cv06dPZ9CgQVhbWzNixAgee+wx0tLS+O677/Dy8iIqKuqO6mPixIn89NNPrFu3jgkTJhiTNjB0/SxYsIAHH3yQdu3aMW7cODw9PYmIiODff/+le/fuBX4R36p169ZMnjyZb7/9lqSkJHr37s3+/fv58ccfGTVqFH379jU+Y86cOTz88MN07NiRBx54gDp16nDs2DEyMjL48ccfi7y/nZ0dISEh/P777zRu3Bg3NzdatGhRYKzQpEmTeOGFF4zv0xTBwcEsWbKE+++/n2bNmhVYuXn37t38+eefTJkypUzv0VxsbW1Zu3YtkydPpnPnzvz333/8+++/vPrqq8buyeHDh/PZZ58xZMgQHnjgAWJjY5k/fz4NGzbk+PHj5Xpuamoq9erV495776V169Y4OjqyceNGDhw4wKeffgoYFpj88MMPmTp1Kr1792b8+PHExMTwxRdfEBgYyHPPPWe2ehCiAAvOKBOi2sifyt2pU6ciz6empiqvvPKK0rBhQ8Xa2lrx8PBQunXrpnzyySdKTk6Ooig3p7N//PHHRd7jn3/+UUJCQhQrK6sC06iLWscnNzdX+fjjj5WmTZsq1tbWiqenpzJ06FDl0KFDxjIrV65UWrVqpdja2iqBgYHKhx9+qPzwww8KUGA9HVOns9/6bF9fXwVQ1qxZU2SZLVu2KIMHD1ZcXFwUW1tbJTg4WJkyZYpy8OBBY5mi1vHR6XTK7NmzlaCgIEWr1Sr+/v7KK6+8omRlZRV6xsqVK5Vu3bopdnZ2irOzs9KpUydl6dKlxvNF1dvu3buV9u3bK9bW1kVObY+KilI0Go3SuHFjk+sj3/nz55VHHnlECQwMVKytrRUnJyele/fuyrx58wrEb+p7DAgIUIYPH17oOUChaeJFfbYmT56sODg4KJcuXVIGDRqk2NvbK97e3sqbb75ZYNq+oijKwoULlUaNGik2NjZK06ZNlUWLFhX5/Snq2beey6/P7OxsZebMmUrr1q0VJycnxcHBQWndunWRa+78/vvvStu2bRUbGxvFzc1NmTBhgnL16tUCZfLfy+2KilGI0qgUpRyj4YQQogaKj4/H19eXN954g9dff93S4dyRKVOm8Ndff5GWlmbpUISoUmSMjxBC3LB48WLy8vJ48MEHLR2KEKKCyBgfIUStt3nzZk6fPs27777LqFGjCu2NJoSoOSTxEULUem+99Ra7d++me/fuzJs3z9LhCCEqkIzxEUIIIUStIWN8hBBCCFFrSOIjhBBCiFpDxvjcQq/Xc+3aNZycnCyyX5AQQgghyk5RFFJTU/Hz80OtLrlNRxKfW1y7dq3QrsdCCCGEqB6uXLlCvXr1Siwjic8tnJycAEPFOTs7m/XeOp2O9evXM2jQILRarVnvXdNIXZlO6sp0UldlI/VlOqkr01VUXaWkpODv72/8PV4SSXxukd+95ezsXCGJj729Pc7OzvI/RimkrkwndWU6qauykfoyndSV6Sq6rkwZpiKDm4UQQghRa0jiI4QQQohaQxIfIYQQQtQaMsZHCCHEHdHr9WRlZVk6DIvR6XRotVoyMjJkjE8p7qSubG1tS52qbgpJfIQQQpRbdnY2p0+fRq/XWzoUi/L29ubixYuWDqNaKG9dqdVqQkJCsLGxuaPnS+IjhBCiXBRFISwsDCsrK4KCgszy17gQRdHr9YSGhhIWFkbjxo3vaJFhSXyEEEKUi06nIy0tjaCgIBwdHS0djqjh6tatS2hoKFu3bqVVq1a4u7uX6z6SngshhCiX3NxcgDvuehDCFPmfs+PHj/Pvv/+SkJBQrvtI4iOEEOKOyN6GojLkf878/Py4cuUK+/btK9d9JPERQgghRLWhVqtxcHAgMTGxfNebOR4hhBCi1psyZQqjRo2ydBg1lkqlIi8vr1zXSuIjhBCi1pkyZQoqlQqVSoVWqyUoKIgXX3yxyqxHNGvWLNq0aVPoeGBgoDFuBwcH2rVrx59//ln5AVZjkviICpOZqyNXX76MXAghKtqQIUOIiori8uXLzJkzh2+++YY333zT0mGV6q233iIqKoojR47QsWNH7r//fnbv3m3psKoNSXxEhTidFI3/H2+j/fEl7tvyEyk5Bf+KyszV8f35ffxwfj97Y8MtFKUQojazsbHBx8cHf39/Ro0axYABA9iwYQNgWJjx6aefxsvLC1tbW3r06MGBAwcKXH/q1CnuuusunJ2dcXJyomfPnly6dKnIZx04cABPT08+/PBDAJKSknj44Yfx9PTE2dmZfv36cezYMQAWL17M7NmzOXbsmLF1Z/HixcZ7OTk54ePjQ+PGjZk/fz52dnasWrWK7du3o9VqiY6OLvDsZ599lp49e5qr2qo9WcdHmN2p69H0XbuAhOwMAP4KO04nD39mtuxrLPPc/n/45txeAJy1tsSMexNbK1nqXYjqTFEUMnIs08prb625o9llJ0+eZPfu3QQEBADw4osvsmzZMn788UcCAgL46KOPGDx4MBcvXsTNzY3IyEh69epFnz592Lx5M87Ozuzatcs4xf9WmzdvZvTo0Xz00Uc8+uijANx3333Y2dnx33//4eLiwjfffEP//v05f/48999/PydPnmTt2rVs3LgRABcXlyLjtrKyQqvVkpOTQ69evWjQoAE///wzM2fOBAxrLf3666989NFH5a6bmkYSH2F2LxxYRVxWeoFjP148yAst+hgGpOn1xqQHIEWXxfpr5xlZv3mBaz46uZXPzuzg3XZDeLxpt0qJXQhRfhk5eTi++p9Fnp323lAcbMr2K2316tU4OjqSm5tLdnY2arWaL7/8kvT0dBYsWMDixYsZOnQoAN999x0bNmxg4cKFzJw5k/nz5+Pi4sJvv/1m3HOqcePGhZ6xfPlyJk2axPfff8/9998PwM6dO9m/fz+xsbHGtWk++eQTVqxYwV9//cWjjz6Ko6MjVlZW+Pj4FBt/Tk4On376KcnJyfTr1w+Ahx56iEWLFhkTn1WrVpGVlcXYsWPLVDc1mXR1CbNKzslk/bXzABy/+3kSH3gLG40Vp5Ji+OjEFgBOJt1shvWzdwbg2X3/GLvD9IqeXzLCeO3oOhKzM3hiz99M2PZrJb8TIURN17dvX44ePcq+ffuYPHkyU6dOZcyYMVy6dAmdTkf37t2NZbVaLZ06deLMmTMAHD16lJ49e5a40ea+ffu47777+Pnnn41JD8CxY8dIS0vD3d0dR0dH41doaGixXWW3eumll3B0dMTe3p4PP/yQDz74gOHDhwOGQdsXL15k717DH5eLFy9m7NixODg4lKuOaiJp8RFmtTMmFL2iEOzkTks3XwDeaTuEmQdX897xzQyq24R2K+cA0NmzPiv6TaHBX+8TmpbIX2HH+V/jTqy7dp6/sq4UuO+Sy0d4u90QGjiVb4lyIUTFs7fWkPbeUIs9u6wcHBxo2LAhAD/88AOtW7dm4cKFdOzYsdRr7ezsSi0THByMu7s7P/zwA8OHDzcmSWlpafj6+rJ169ZC17i6upZ635kzZzJlyhQcHR3x9vYu0MXn5eXFiBEjWLRoEUFBQfz3339FPqc2kxYfYVbfn98PwEC/m02+M1r0ItCxDim6LGPSA/C/Rp3wsXfmiaZdATiYYEh2tsWEGsscGPEMnTz8AcNYISFE1aVSqXCwsbLI152uHq1Wq3n11Vd57bXXCA4Oxtraml27dhnP63Q6Dhw4QEhICACtWrVix44d6HS6Yu/p4eHB5s2buXjxImPHjjWWbdeuHdHR0VhZWdGwYcMCXx4eHgBYW1sXu06Nh4cHDRs2xMfHp8j3/fDDD/P777/z7bffEhwcXKDlSkjiI8zofHIc/0ScAuDpkB7G42qVmnsCWhYo+1ffSTzapAsAnTzqA3Aw/iqpuix+vnQIgB+63UcHD39judlH1xOaWr69WYQQojT33XcfGo2GBQsW8MQTTzBz5kzWrl3L6dOneeSRR8jIyOChhx4CYPr06aSkpDBu3DgOHjzIhQsX+Pnnnzl37lyBe3p5ebF582bOnj3L+PHjyc3NZcCAAXTt2pVRo0axfv16wsLC2L17N//3f//HwYMHAcN6PaGhoRw9epT4+Hiys7NNfh+DBw/G2dmZd955h6lTp5qvgmoISXyE2WyKuoCCQn/fRjRz9S5w7s02A3mr7WC6egbwZpuBjL4lEergUQ+AA/FXaL3iM+Ky03FQWTHK3zDY+cHg9jR18SIjV8fqK2cq7w0JIWoVKysrpk+fzkcffcS7777LmDFjePDBB2nXrh0XL15k3bp11KlTBwB3d3c2b95MWloavXv3pn379nz33XdFjvnx8fFh8+bNnDhxggkTJqDX61mzZg29evVi6tSpNG7cmHHjxhEeHo63t+Fn55gxYxgyZAh9+/bF09OTpUuXmvw+1Go1U6ZMIS8vj0mTJpmncmoQGeMjzGLztQs8uedvADp5+hc672Jtx+ttBvJ6m4GFzjVwcsfdxp6E7AxC0wx7rzzt0BhHrWG2g7XGivsCW/H2sY0cTbxWge9CCFFb3Louzq1efvllXn75ZQDmzp3L3Llzi71Hq1atWLdunUn39/X1LdAa5OTkVOL9bWxs+OuvvwodDwsLKzaeW0VGRjJs2DB8fX1NKl+bSIuPuGMnEqPov+4b4+u2bnXLdL1KpWJRj5szHgIcXOlsXXAQc5sb9zyaGHkHkQohRM2WnJzMzp07WbJkCU899ZSlw6mSJPERd+RsUiyt/vnU+NrL1pER/iFlvs+I+s05fvfzDK/XjD96TSx0vo27HwAnr0ejk20whBCiSHfffTeDBg3i8ccfZ+DAwi3sQrq6xB366dLBAq9D73u13Cswt3TzZfXAh9DpdERxrMC5QMc6OGttSdFlcTwxivY3xgUJIYS4Saaul05afMQdOZpwc8zNX30nYW9lXSHPUavU9Pc1rLex6ML+CnmGEEKImk8SH1Fuufo8DiVcBWDr0CcYE9iqQp83uWEHw7OiS1/ZVAghhCiKJD6i3FZEnCQ2Kw1PWwe6eAZU+PM6eRrW+zmTHEuazvQ1LYQQQoh8VSLxef/99+nYsSNOTk54eXkxatSoQotA9elj2ODy1q/HH3+8QJmIiAiGDx+Ovb09Xl5ezJw5s8idcoV5fHVmNwCPN+mKjabih4v52jvjZeuIXlE4lxxX4c8TQghR81SJxGfbtm1MmzaNvXv3smHDBnQ6HYMGDSI9veAO34888ghRUVHGr48++sh4Li8vj+HDh5OTk8Pu3bv58ccfWbx4MW+88UZlv51aIU+vZ29cBADjG7SttOcG39ir61JqfKU9UwghRM1RJWZ1rV27tsDrxYsX4+XlxaFDh+jVq5fxuL29PT4+PkXeY/369Zw+fZqNGzfi7e1NmzZtePvtt3nppZeYNWsW1tYVM+i2trqQEk9mng57Ky2NnT0r7bnBzu7siQvnkmxdIYQQohyqROJzu+TkZADc3NwKHP/111/55Zdf8PHxYcSIEbz++uvY29sDsGfPHlq2bGlc7hsM+5U88cQTnDp1irZtC7dKZGdnF9j/JCUlBTBsRlfSxnPlkX8/c9/XUg7HGzYUbeHqgz4vD30xm+mVR0l11cDB8Jk4lRhdY+ryTtS0z1VFkroqG1PqS+qyalCpVCxfvpxRo0YVW2bKlCkkJSWxYsWKSouroiiKgqIo6PX6cv1/XeUSH71ez7PPPkv37t1p0aKF8fgDDzxAQEAAfn5+HD9+nJdeeolz587x99+GbRKio6MLJD2A8XV0dHSRz3r//feZPXt2oePr1683JlTmtmHDhgq5b2VblRkOgFNKDmvWrKmQZxRZVzmGLS02h59hTXLFPLc6qimfq8ogdVU2JdWXVqst9HO3uoiOjubdd9/l33//JTIyEi8vL9q0acOzzz5L//79jeV2797NO++8w549e8jMzKRRo0ZMnTqVZ555Bo1Gw+LFi0vdCDQ0NBQvLy/efvtt/vjjDyIjI3FyciIkJIQZM2Zw9913l3h9ZmYmdevWRa1WExkZiY2NTbFlw8LCCAoK4siRI7Rp08Z4/IsvvkBRFNMq5w706dOHNm3a8Pnnn1fYMyIiIoiMjCQ+Pt74+ycjI8Pk66tc4jNt2jROnjzJzp07Cxx/9NFHjf9u2bIlvr6+9O/fn0uXLhEcHFyuZ73yyivMmDHD+DolJQV/f38GDRqEs7Nz+d5AMXQ6HRs2bGDgwIFFbmJX3fyyYwmEw4Dm7RjWvFfpF5RBSXXVLSeTt/44RZQ+iw79euFl62jWZ1c3Ne1zVZGkrsrGlPrKyMjg4sWLlRzZnQsLC6N79+64urry8ccf07JlS3Q6HevWrWPatGmcPXsWgOXLlzN27FimTp3Kli1bcHV1ZePGjbz44ovs2bOHP/74g/vvv58hQ4YY7z169GhatGjBW2+9ZTzm6enJ1KlT2bdvH/PmzSMkJISEhAR2795NQkLp3fbLli2jefPmKIrCihUruP/++0u95nYuLi5lvsaScnJyih2iUr9+fdRqNS4uLgwbNgy42WNjiiqV+EyfPp3Vq1ezfft26tUreWXezp07A3Dx4kWCg4Px8fFh//6CC9vFxMQAFDsuyMbGpsjMWavVVtgPxoq8d2U6l2IYXNzC3bdS68pTq6W5qzenkmI4kBjJqIAWxVxdu9SUz1VlkLoqm5Lqq7rW45NPPolKpWL//v04ODgYjzdv3pz//e9/AKSnp/PII48wcuRIvv32W2OZhx9+GG9vb0aOHGlMfOzs7Iznra2tixyPunLlSr744gvjL+rAwEDat29vUrwLFy5k4sSJKIrCwoULS0x8goKCAIzDO3r37s3WrVsLdXX16dOHli1botFo+PHHH7G2tuadd97hgQceYPr06fz11194e3szb948hg4darz/yZMnmTlzJjt27MDBwYFBgwYxZ84cPDw8mDJlCtu2bWPbtm188cUXgKG1KzAwsMTr8uNp0aIFVlZW/PLLL7Rs2ZItW7YU+R7zZ3ar1WrjZ7Asn8UqMatLURSmT5/O8uXL2bx5s/EbV5KjR48CGHee7dq1KydOnCA2NtZYZsOGDTg7OxMSUva9o0Tx8vR6zqcYppOHuFZ+M3f+mkGHbyyeKISoGhRFIV2XbZEvU7txEhMTWbt2LdOmTSuQ9ORzdXUFDEMeEhISeOGFFwqVGTFiBI0bN2bp0qUm142Pjw9r1qwhNTXV5GsALl26xJ49exg7dixjx45lx44dhIeHF1s+vwFg48aNREVFGYeDFOXHH3/Ew8OD/fv389RTT/HEE09w33330a1bNw4fPsygQYN48MEHjd1ISUlJ9OvXj7Zt23Lw4EHWrl1LTEwMY8eOBQzdaV27di0wA9vf37/U626Nx9raml27dvH111+XqZ7Kokq0+EybNo0lS5bwzz//4OTkZByT4+Ligp2dHZcuXWLJkiUMGzYMd3d3jh8/znPPPUevXr1o1cqwWvCgQYMICQnhwQcf5KOPPiI6OprXXnuNadOmldgfKsouNC2R7LxcbDVWBDjUqfTn13d0BeBahulNm0KIipeRm4PjL/9nkWenTXwXB23pP+svXryIoig0bdq0xHLnz58HoFmzZkWeb9q0qbGMKb799lsmTJiAu7s7rVu3pkePHtx777107969xOt++OEHhg4dSp06hp+1gwcPZtGiRcyaNavI8p6ehlm27u7uxfZ25GvdujWvvfYaYBj68cEHH+Dh4cEjjzwCwBtvvMGCBQs4fvw4Xbp04csvv6Rt27a89957BeLz9/fn/PnzNG7cuMgWL1OuA2jUqFGBZWoqSpVo8VmwYAHJycn06dMHX19f49fvv/8OGJoON27cyKBBg2jatCnPP/88Y8aMYdWqVcZ7aDQaVq9ejUajoWvXrkycOJFJkyYV6GcV5nE1PQmA+g510Kgr/yPkZ2/oq47KlMRHCFE2ZR3ga64Bwb169eLy5cts2rSJe++9l1OnTtGzZ0/efvvtYq/Jy8vjxx9/ZOLEicZjEydOZPHixej1+juOKb/hAAy/Q93d3WnZsqXxWP7A9fyelGPHjrFlyxYcHR2NX/kJ5KVLxW8lZOp1pnb93akq0eJT2gfL39+fbdu2lXqfgICACpthJG6KzjQ01fraO1nk+X52hoHn0uIjRNVib2VN2sR3LfZsUzRq1AiVSmUcwFyc/FaIM2fO0K1bt0Lnz5w5U+ZhFFqtlp49e9KzZ09eeukl3nnnHd566y1eeumlIgfyrlu3jsjIyEJjevLy8ti0aRMDBw4s0/OLiudWKpWqwDGVSgVgTLLS0tIYMWIEH374YaF75Q87KYqp1xXV9VgRqkTiI6qX/MTH29ZCiY+9JD5CVEUqlcqk7iZLcnNzY/DgwcyfP5+nn3660C/bpKQkXF1dGTRoEG5ubnz66aeFEp+VK1dy4cKFEltrTBESEkJubi5ZWVlFJj4LFy5k3Lhx/N//Few+fPfdd1m4cGGRiU/+ffLMuLZavnbt2rFs2TICAwOxsio6fbC2ti70bFOuq0xVoqtLVC8xmWkA+NhVbOITl5bD7tBEDkQkkZCeYzxe39HQ1x2blUZGbk5xlwshRJHmz59PXl4enTp1YtmyZVy4cIEzZ84wd+5cunbtChhaH7755hv++ecfHn30UY4fP05YWBgLFy5kypQp3HvvvYUG55akT58+fPPNNxw6dIiwsDDWrFnDq6++St++fYtcPiUuLo5Vq1YxefJkWrRoUeBr0qRJrFixgsTExELXeXl5YWdnZxxAnL8gsDlMmzaNxMRExo8fz4EDB7h06RLr1q1j6tSpxmQnMDCQffv2ERYWRnx8PHq93qTrKpMkPqLMom+MrfGpgK4uRVH47eg1nj+sou47m+n+5S46fbEDzzfX0XXuTn47EomzlS0u1rYAhKYW/h9fCCFK0qBBAw4fPkzfvn15/vnnadGiBQMHDmTTpk0sWLDAWO7ee+9ly5YtRERE0LNnT5o0acKcOXP4v//7P3777TdjV5ApBg8ezI8//sigQYNo1qwZTz31FIMHD+aPP/4osvxPP/2Eg4NDgcUU8/Xv3x87Ozt++eWXQuesrKyYO3cu33zzDX5+fqUujlgWfn5+7Nq1i7y8PAYNGkTLli159tlncXV1RX1jvOcLL7yARqMhJCQET09PIiIiTLquMqmUyljKsZpISUnBxcWF5OTkClnAcM2aNQwbNqzarn2Rb9j67/kv8iwLu4/lf407me2+cWnZTF56lP/O3lySoH4dO/R6havJWcZjbes6k1n/AGdTo/mn/1RG1m9uthiqm5r0uapoUldlY0p9ZWRkcObMGZo1a1Zhq90LkS//8xYWFsbVq1dxdXVl8uTJQNl+f1u+s01UO/ljfMzZ1RWZnEn/BXs4F5eOjZWa0XVz+XTSAHxdDf3v15KzWLg/gs+2XeZIZAoqtR5c4FRSdK1OfIQQQpSNdHWJMjN34pOUqTMmPf6utux9qiv3B4CHw83Bfn4utrw+sDFnX+rL6JY+KBmGrSoWnzxdKfvPCCGEqBkk8RFlolf0xGbdGNxshjE+eXqFcT8fMiY9O6Z1p7l38ff1drLhr8kdeKiVYRrp+dQYXvn3rCQ/QgghTCKJjyiT+Kx08hTDmg6eZtggdN7OUNadi8PeWsPK/3UiwK30cQIqlYo3+rQ2vLDK5sMtF3hz3bk7jkUIIUTNJ4mPKJOIG6s2+9o5o1Vr7uhe4YkZvPafYRGxz0aG0Kau6bsH+9k7o1GpQa2AVQ5vb7jAh5ur3y7RQtQE0uIqKoO5PmeS+IgyCU+7DkCA453v0fXCqtOk5+TRs4Ebj3QOKNO1VmoN9RwMidLjvQ3Lqr/87xnm7Qi947iEEKbJX4wuOzvbwpGI2iD/c5abm3tH95FZXaJMzJX47Au/zl/Ho1CpYP7olqjVpq+HkS/AoQ7hadfp1dQRD5Un72y8wNMrTqJSwfQeQXcUnxCidFqtFkdHRyIjI7G2trbImiyidtDr9Vy5coWMjIw7XvRQEh9RJmE3Ep/AO0x8XllzBoDJHfxp6Vu+NZMCHOtADISlJfLWkH7o8hQ+3HKRp5afJE+v8EyvBncUoxCiZCqVisDAQE6dOsW5czLOTlQsvV5PdHQ0YNiSo6htPkwhiY8oE3O0+OwLv86WiwloNSpmD25c7vvkxxCedh2VSsX7w5uiUcN7my7y7D+nyFMUZvQOLvf9hRCls7GxoWXLlvz999/ExcXh7e1d61p+FEUhIiKC+vXrl2k159qovHWlKAo6nQ5FUcjKyiIrK6vEjVFLIomPKJPw9BuJj0P5E5/Ptl0GYHzbutSvU/7VXm9NfMDw1+c7Q5uiUat4e8MFnl95mjy9wsy+Dcv9DCFE6bRaLf3792f16tVcvHix1v3yVxSFqKgosrOza917Lytz1JVKpaJly5bGfdXKShIfUSZ32uITlpjBX8evAfD8HbbGBN6W+IDhf4i3hjRFrVIxe/15Xlx9hjy9wsv9G93Rs4QQJfPw8ODuu+8mMjKSzMxMS4dTqXJzczl48CAdOnSoEruPV2V3WlcqlQoHBwcaNGiAjY1NuWKQ75AwWVxWGkk5mahQlXuMz9wdoegVGNjYg1Z+d7YfWn6rU3j6dRRFKfDXw6zBTVCrVLy57hyvrDmLXoFXBxROfvL0ej44sZmmLl6MCWx1R/EIUdvVqVOHOnXufMZndaPT6YiNjaVDhw6yD1wpqkJd1a6OWHFHTl03DCoLcnLDQVv2TDtTl8eiA1cAeM4MA4/9HVwByMjVkZCdUej8G4Ma887QJgD8339neXvD+QLnc/V5vHhwNa8dXsu9W37icmrCHcckhBCiapPER5js5I3Ep4WrT7muX3Y8iqRMHQF17BjcxOuO47G10hr3C7u1u+tW/zegMe8PawrAG2vPMfuWFZ7/t/MPPju13fg6+K/3uXpjgUYhhBA1kyQ+wmSnkmIAaF7Hu1zXf78vAoCHOtcv17o9Rbl9gHNRXu7fiI/uagbArA1nePCfTQxY+zU/XzoEwIQG7YxlV105bZa4hBBCVE2S+AiTnUoqf4vP+bg0tl1KQK2CqR39zRZT/jifsLTEEsvN7NuQT0eGQN3z/JL4H5uiDNtbzOk0kl96P8DMFn0A2BkjKz8LIURNJomPMImiKLe0+JQ98Vm03zC2Z2hTL+q52pktLlNafMAwiHlVxnpwjTUeu9d5EM+E9ASgu1cgAOeS48wWmxBCiKpHEh9hkujMVBKzM1CrVDRx9izTtYqi8PtRwxT2SR3M19oDtyQ+6SUnPv9FnmVr9CUAfKzrwNku/LU7mxdWnUZRFBo4uQMQWkrLkRBCiOpNEh9hkvxuroZOHthalW0K4sEryYQmZmBvrWF4szsf1HyrotbyuV1idgZP7F5mfH1g1DS+HNEeMCym+OSyE8Yus8TsDJJzatcaJEIIUZtI4iNMcvpGN1eIa9kHNv9xzNDaMyLEGwcb8y4dZUpX1/S9y7makYy9lZZL975CPQdXpvUI4vuxrVGp4Os94UxfdgZ/e1cAfrhwwKwxCiGEqDok8REmOXX9xvieMiY+iqIYE5+xrf3MHld+4nM9J5OUnKwC565nZxCbmcqfoccAWNZ3srFLCwyzy359oB0atYqfD13FK9OwwOEbh9cRnZFi9liFEEJYniQ+wiSnk8s3sHlfRBIR1zNxsNYw1MzdXABOWlvq2rsAcCQx0nj8qzO7cFvyBt6/zSZX0dPGzY8h9ZoWun58u7r8Nak91ho1h07YYafYk5abje/vb7Hx2vlC5YUQQlRvkvgIk+SvatzwlhYTU6w6ZRgbNLyZN3ZajdnjAujmFQDArpgwwNDKNG3vcuN5HzsnFvccV+z1o1r6svJ/HbG10pCZ6Go8PnDdt1zLSK6QmIUQQliGJD6iVDl5uURlpAJl35x0zRnD9PG7Qszf2pOvu1cQALtiQ1EUhUd3/1Xg/PRm3WntVnI32+CmXqx9tDMOScGQ5mo8HrL8YzJzdWaPWQghhGVI4iNKdSU9CQUFO40WT1tHk6+LTM7k6LUUVCrMskVFcbp7BwKwLfoyH5/cyvfn9xnPvdlmoHGtntL0DvZg0yO9cI3pABmGrTCSc7JYG3nW7DELIYSwDEl8RKkibuxfVd/RtcAO6KVZe9awGGBHf1e8nMq+qampWrv5YW+lJT03h5cO/ms8vn3ok8xqOxjHMmyo2jmgDluf7IpbQhvIMVz3w7mD5g5ZCCGEhUjiI0qVP1W8vkNZu7kMA6KHNa241h4ArVpDW7e6BY5dGPMyPX3KtwN8az8Xdj7WD4/ENqDA6shT/HH+jBkiFUIIYWmS+IhS5Sc+ZRnfo8vTs+F8PADDmpVvU9OyeLZ5T9QqFW3c/Mh88H0aOnvc0f2aeTux79FhOGbUA2DKurWcjJIp7kIIUd1J4iNKlb8dREAZWnz2hV8nNTsXDwdr2tdzqajQjO4NbE3MuFlsH/ZkmVeWLk4Ddwc+62cYH5TpGEm3hWvYG35zocTLqQl0XvUFT+xexrHEa+Tp9WZ5rhBCiIpj3mV0RY1UnhafrZcM09/7NnRHrTZ9XNCd8LB1MPs9B/gHwo2x0ql1D9Jj+VWW9L8XD3cd92/9hfjsdPbHX+Hrc3sAeKVVP95rP8zscQghhDAPafERpYpISwIgwNHV5GvyE58+wXfW5WRpgY5uDKnbxPg6zyWa+w9+yehNPxOfnV6o/PvHNxdaQVoIIUTVIYmPKJFe0RORXrbBzdm5eewOM+xy3rdh2RY8rGpUKhUr+k/l/dtacZJzM/C1rkPk/a/zdLMeeN7S2nQg/kplhymEEMJEkviIEsVkppGjz0OtUlHXwbSxOgciksjU6fFytKapl+nr/lRVNhorXm7Vj6QJbzOrzSB81F6Q4EfU8Sb8vDeOL7qMInb8bO4PagPA3rhwywYshBCiWJL4iBLlj++pa++CVm3alhO3dnOVZd2fqs7F2o432w7i2qSZvBIyFHJtePnfM7y46jSKotDZsz4A++IiLBypEEKI4sjgZlGiOxnY3Kead3MVR6VS8d6wZrjZWTNz9Wk+3nqJxAwdD/Ux7Bm2JeoSqbosnLS2Fo5UCCHE7apEi8/7779Px44dcXJywsvLi1GjRnHu3LkCZbKyspg2bRru7u44OjoyZswYYmJiCpSJiIhg+PDh2Nvb4+XlxcyZM8nNza3Mt1LjRJRxKvut43v6BNfMxCffC32DWTi2NWoVLNwfwcdrYmjo5EFabjZrr54r/QZCCCEqXZVIfLZt28a0adPYu3cvGzZsQKfTMWjQINLTb86aee6551i1ahV//vkn27Zt49q1a4wePdp4Pi8vj+HDh5OTk8Pu3bv58ccfWbx4MW+88YYl3lKNcTnVkMSY2uJT08b3lOZ/nevz56QOWGvULD8ZQ3qiYY+vgzLAWQghqqQq0dW1du3aAq8XL16Ml5cXhw4dolevXiQnJ7Nw4UKWLFlCv379AFi0aBHNmjVj7969dOnShfXr13P69Gk2btyIt7c3bdq04e233+all15i1qxZWFtbW+KtVXu7YsMAaFPK7ub5tl02dHP1DnavUeN7SjK6lS9rH+3MqEUHiIrVQl3YHSPjfIQQoiqqEonP7ZKTkwFwc3MD4NChQ+h0OgYMGGAs07RpU+rXr8+ePXvo0qULe/bsoWXLlnh739weYfDgwTzxxBOcOnWKtm3bFnpOdnY22dnZxtcpKYYtCXQ6HTqdzqzvKf9+5r5vRYrLSuPE9SgAunvUNyn2XZcNLURd67uU+71Wx7rqEeDCpkc7MeTXVBKAPVGRHI+8TrMKbvWqjnVlKVJXZSP1ZTqpK9NVVF2V5X5VLvHR6/U8++yzdO/enRYtWgAQHR2NtbU1rq6uBcp6e3sTHR1tLHNr0pN/Pv9cUd5//31mz55d6Pj69euxt7e/07dSpA0bNlTIfSvCzmzD7ur1NfYc2Ly91PJ6BXZcUgEq9FdPs2bN6Tt6fnWqq3z/10DNjEzIs8qm25dbeL2ZhqYVv2NHtawrS5G6KhupL9NJXZnO3HWVkZFhctkql/hMmzaNkydPsnPnzgp/1iuvvMKMGTOMr1NSUvD392fQoEE4Ozub9Vk6nY4NGzYwcOBAtFrz7CVVkSbsWMqfiWcBGNGwNcM6lr4Nw+mYNNJ27MReq+GJeweh1ZRvCFl1q6vbvffnCeKz00m3ymDWqTr8+kAbRoRUzA711b2uKpPUVdlIfZlO6sp0FVVX+T02pqhSic/06dNZvXo127dvp169esbjPj4+5OTkkJSUVKDVJyYmBh8fH2OZ/fv3F7hf/qyv/DK3s7GxwcbGptBxrVZbYR/eiry3uVxOTeDP8OPG1/3rNjYp5gNXDR+8TvVdsbctXK9lVR3qqigD/BrxW+hRGgRmcPm0C/f9fJiv723FI10CKuyZ1bWuLEHqqmykvkwndWU6c9dVWe5VJWZ1KYrC9OnTWb58OZs3byYoKKjA+fbt26PVatm0aZPx2Llz54iIiKBr164AdO3alRMnThAbG2sss2HDBpydnQkJCamcN1JDbIu+ZPy3l60jfX0amnTdrjDD1PfuQW4VEld1MTaoNQC5TrFM7VgPvQKP/nmct9afR1EUC0cnhBC1W5Vo8Zk2bRpLlizhn3/+wcnJyTgmx8XFBTs7O1xcXHjooYeYMWMGbm5uODs789RTT9G1a1e6dOkCwKBBgwgJCeHBBx/ko48+Ijo6mtdee41p06YV2aojincmyZA8Pty4M593GomD1rT6y1+/p1ug6Ysd1kRD6jbFTqMlIj2JF0b5UtfFjnc2XuDNdee4lpLF/NEt0VTSjvVCCCEKqhItPgsWLCA5OZk+ffrg6+tr/Pr999+NZebMmcNdd93FmDFj6NWrFz4+Pvz999/G8xqNhtWrV6PRaOjatSsTJ05k0qRJvPXWW5Z4S9Xa6SRDF2E797omJz3xadmcjzOsu9QloHYnPnZWWuP0/2PXo3h7aFPmj26JSgXf7Ann3h8PkqnLs3CUQghRO1WJFh9Tmv9tbW2ZP38+8+fPL7ZMQEAAa9asMWdotdKZZEOLTzMX0wfk7r7RzRXi7YibvayZ1Mbdjz1x4eyNDWd8g7Y82T0QHycbHvj1MCtORjPw6z2sfKiT1JUQQlSyKtHiI6qOzFwdoTdWa27m6l1K6ZvyE59ugbV7fE++wX5NAFhy+QixmamAYaHDDY91wdVOy66w63Sbu5PLCekl3UYIIYSZSeIjCjifEoeCQh1rO7xsTV98b5eM7ylgaL2mNHL2ID47He/fZrMj+jIAPRu4s2NaN/xdbTkXl06XuTvZH3HdwtEKIUTtIYmPKODMjfE9zVy9Td5yIidXz4ErSYDM6MpnrbHii853G18P2fAdidmGBbZa+Dqz9+metK3rTFxaDn2+2s2KE1GWClUIIWoVSXxEAfkDm8syvud4VArZuXrc7LU08nCoqNCqncF1mzDQrzEAGbk6/ok4aTzn52LLtie7M7SpF5k6PaN/PMjcHZctFaoQQtQakviIAvIHNoeUYXxPfmtPR3/XWrMxqSnUKjX/DnyI+wJbAfC/nX+wNeqi8byTrRUr/9eRx7oGoCjwzIpTPPfPSfL0staPEEJUFEl8RAE3u7pMb/E5eEviIwrSqjW81noAKgwJ4fCNCzkUf9V43kqjZsGYlnwwvBkAn28P5b6fDpKRk2uReIUQoqaTxEcY5erzOJ8SD0Azl7K3+HSQxKdIrdz8uHr/a9hqrMjI1dFh1eeM2rSI6zfG/KhUKl7q15AlE9phrVGz/Nxlun29kdjUbAtHLoQQNY8kPsLodFIMOn0eDlbW1Hd0NemajJxcTkUbpmtLi0/x/OxdWNZ3Mv4OrgD8E3GKFw6sRq/oOZ54jXWR57iqPU/3XtHQ+ADHnDbSfOESDkTGWTZwIYSoYarEAoaiath8Y/xJD+8g1CrTcuIjkSnoFfB1tsHPxbYiw6v2hvk3I6zeqzy9dwXzz+7mhwv7+eHC/mLLx7ucotP6U0wN6MHCvnfL+CkhhDADSXyE0aEEw9iTnt5BpZS8KX98T4d6rhUQUc2jVqn5sutojiZeY1dsmEnXLArfSdY6hT5BvnT2rE/rG9thCCGEKDtJfITR+WRDt0rTMkxlP3g1CYCO9V0rIKKa679BD7Pmyll+vXyYNm5+tHbzo1UdX44mXiMhO52Gzh4oeWrGbfiLRFU8S6N2sTQK6ljbcW7MS3iWYXFJIYQQN0niIwDDfmn5A5sbO3uafN2BiCQAOtRzqYiwaiwnrS33N2jD/Q3aFDjeyKVg3R+573E6L/+a6OwksMrlek4mLZZ/QsTY17DRyP++QghRVjK4WQCQkJ1BUk4mAA2dPUy6JiVLx7kbO7LLjK6KUd/JlahJL/N1i8dRRTYFIDYrDdufXuaeTYvRK3oLRyiEENWLJD4CuNnNVd/BFTsrrUnXHLqaDEBAHTs8HW0qLDYBj3UNZM29I7BKu9kNuSLiJKuvnrVgVEIIUf1I4iMAw+akAI1dTO/mkoULK9eQpt7svGdqgWP3bvuZj9POcD0700JRCSFE9SKJjwBgZ0woAM1dfUy+5uAVQ4uPdHNVns71PJkZ0g/nPA+4sbPFrpx42q7+nISsdMsGJ4QQ1YAkPgJFUfj36hkA7vJvZvJ1xhWbZWBzpfqo8zBip8xkgs14iDYsPXAtM4UfLhywcGRCCFH1SeIjiM5MJTozFbVKRTevQJOuSUjPITTRsOVCe2nxqXQ2Vhp+fqAds9r2h8hGAPzfgXWcTUywcGRCCFG1SeIjOJZ4DTBMY7e3sjbpmvzxPY08HHC1M20wtDAvlUrFq/2DmeHjjSrTCZ1KR8vln/HtqYOWDk0IIaosSXwEoWmJADQpy8Dm/IULpbXH4np5qljaazzo1eSqs3l875/sDI23dFhCCFElSeIjSMgydFl52DiYfM3Ngc0yvqcqGN0kiO2DngZAUefR78e1/HLoqoWjEkKIqkcSH0FijiHxcbexN/maAzKVvcrp6V+PUf4tAdDVO8GDy3bw4qrT5OkVC0cmhBBVhyQ+wjgN2t3WtBafqJQsIpOzUKugTV1p8alK2rj7Gv6hyYOg43y86xR3/7CflCydZQMTQogqQhIfQUJ22Vp88gc2N/N2wtFG9ouqSgrMyrPSoap/mn/PxNBl7k4uxss6P0IIIYmPMCY+biYnPobxPdLNVfUM8GvEN93uZdWA/+GstUWxS4UW2zmTHEWnz3ew6XycpUMUQgiLksRHEH+jq8vUwc35M7pk4cKqR6VS8WiTLtzlH8LE4HY3TwQf5npmDoO/28f8naEoioz7EULUTpL4CKIzUwHwsXMqtayiKDcHNtd3rcCoxJ16q+1gWuRvQaIChxYHySOX6ctP8sSyE+Tkys7uQojaRxKfWi5dl01abjYAPvalJz5XkjKJS8vBSq2ila9zRYcn7oC7rQMn7nmB2W0HAZBOBu07xoJjIt8cPs2gb/cSn5Zt4SiFEKJySeJTy8VkpQFgb6XF0cqm1PL5rT2t/Jyx1WoqMjRhJm+0GcQnHe8C4FD6eQg8AcFH2BYRSccvdnAiKsXCEQohROWRxKeWi87I7+ZyRqVSlVreuHChjO+pVqY368HjTbrePKDOg8b7CUtOoevcnaw4EWW54IQQohJJ4lPLXc1IAsDXhPE9cHMqeweZ0VWt2GisWNBtDJfufYWpjToaDqoUaLabdO8T3LP4ALPWnUMvix0KIWo4WYSllgtPuw5AgGOdUssqisLBqzKVvTpr4OTOwu5jae7qzQsHVhsOusSBSxyzj4WyNzKWB3o4MDKgGa42dpYNVgghKoC0+NRyEelJgGmJz6WEDJIyddhaqWnuY1oLkah6VCoVz7fow4PB7Que8LzCOtU/TN61hOm7VlkmOCGEqGCS+NRyxhYfh9ITnwMRSYBhmwqtRj461d1PvcaT+MBb3OXfrNC5X0MPsupUtAWiEkKIiiW/vWq5/MSnvqNrqWVl4cKap46NPasGPIQy9ROuP/A2DzW8MQBarWfk8n94eNV20nNyLBukEEKYkSQ+tVx4uuljfGRgc83mamPH9z3HMMC3seFA3QssjF+J46+v8ujOv8jTy4KHQojqTxKfWiw5J5PknCwA6pfS1ZWbp+eQDGyuFeZ0HlEoEf7uwl5+OnvCQhEJIYT5SOJTi0WkJQGGzUkdtSUvXngqJpX0nDycba1o6uVYCdEJS2lRx5eLY17mu+734WNzc3Xu/+37mXf27LNgZEIIceeqTOKzfft2RowYgZ+fHyqVihUrVhQ4P2XKFFQqVYGvIUOGFCiTmJjIhAkTcHZ2xtXVlYceeoi0tLRKfBfVi7Gby4SBzXvDDWU713dFrS59oUNRvVmpNTzcuDPXxr/O7sHPoVYMq3S/fnoZT6/ZJ+v9CCGqrSqT+KSnp9O6dWvmz59fbJkhQ4YQFRVl/Fq6dGmB8xMmTODUqVNs2LCB1atXs337dh599NGKDr3aiijDGj57w5MA6Fy/9LKi5lCpVHT1q8vxUTPwULuBWs+88H8Z9eMeUrNyLR2eEEKUWZVZwHDo0KEMHTq0xDI2Njb4+PgUee7MmTOsXbuWAwcO0KFDBwDmzZvHsGHD+OSTT/Dz8zN7zNWdcUaXg2upZfdFGMp2CZDEpzZq7ubNqbFP0fivT0i2TWdV0k46zc1ixZRONJGuTyFENVJlEh9TbN26FS8vL+rUqUO/fv145513cHd3B2DPnj24uroakx6AAQMGoFar2bdvH/fcc0+h+2VnZ5OdfXN36pQUw2aNOp0OnU5n1tjz72fu+96Jc8lxANS3dykxrqRMHWdiDF2G7fwcK/w9VMW6qqoqs67qWNmyvN8EBq7/jjzXWM5GXqDj51l8f19L7mlR9B8kVYl8rspG6st0Ulemq6i6Ksv9qk3iM2TIEEaPHk1QUBCXLl3i1VdfZejQoezZsweNRkN0dDReXl4FrrGyssLNzY3o6KIXYnv//feZPXt2oePr16/H3t6+Qt7Hhg0bKuS+5bE76SIAWecjWBO6pthyRxIB1PjaKuzftrFygqNq1VVVV5l1NcEugJ8yw6DuBVLTYrn/l1zuqQcTgxQ01WD4l3yuykbqy3RSV6Yzd11lZGSYXLbaJD7jxo0z/rtly5a0atWK4OBgtm7dSv/+/ct1z1deeYUZM2YYX6ekpODv78+gQYNwdnYu4cqy0+l0bNiwgYEDB6LVas167/KIyUwlbtkOAB4fOhpna9tiyx7eeBFOXqRPUz+GDWtd4bFVtbqqyixRV0MUPeq9y1l86SA4JoNzPMuvenLd2p1fHmiNl2PJMwQtRT5XZSP1ZTqpK9NVVF3l99iYotokPrdr0KABHh4eXLx4kf79++Pj40NsbGyBMrm5uSQmJhY7LsjGxgYbm8I/pLVabYV9eCvy3mWx+2oEAK3d/HB3KHnfrYORhg9UtyD3So29qtRVdVDZdbWo1zicrW2Ze2Yn1D+N7ZW2bL2s0HneHv6a3KFKjwWTz1XZSH2ZTurKdOauq7Lcq8rM6iqrq1evkpCQgK+vLwBdu3YlKSmJQ4cOGcts3rwZvV5P586dLRVmlbU1+hIAfXyCSyynKIpxKntV/mUmKt8LLfqgwtC3leV/BG2zA0SmptFr/i6+2hWGosiUdyFE1VNlEp+0tDSOHj3K0aNHAQgNDeXo0aNERESQlpbGzJkz2bt3L2FhYWzatIm7776bhg0bMnjwYACaNWvGkCFDeOSRR9i/fz+7du1i+vTpjBs3TmZ0FWFrlCHx6VtK4nMxPp3EDMOO7K18zdv9J6o3f0dXrt7/mvG1TpNJ6+YZ6PIUpv19gslLj5KRI1PehRBVS5VJfA4ePEjbtm1p27YtADNmzKBt27a88cYbaDQajh8/zsiRI2ncuDEPPfQQ7du3Z8eOHQW6qn799VeaNm1K//79GTZsGD169ODbb7+11FuqspKyMzmTbOgW7OEdVGLZ/NaedvVcsLaqMh8XUUX42bswv8vNGZPHlCPQYhsEHuPno6F0nbuLS/HpFoxQCCEKKtMYn6SkJJYvX86OHTsIDw8nIyMDT09P2rZty+DBg+nWrVu5A+nTp0+JTePr1q0r9R5ubm4sWbKk3DHUFsevXwMM6/e42zqUWDZ/4ULp5hLFebJZd6Y06kjHVV9wOinGcNAxCbu6VzgeYUX7Odv5ZUI77grxtmygQgiBiS0+165d4+GHH8bX15d33nmHzMxM2rRpQ//+/alXrx5btmxh4MCBhISE8Pvvv1d0zOIOHUuMAgwDm0sjCxcKU9hbWXPqnpnM7TzKeCzT+QoeTS6TrMtkxML9vLH2LHmy1YUQwsJMavFp27YtkydP5tChQ4SEhBRZJjMzkxUrVvD5559z5coVXnjhBbMGKsznWKKhxae0xCcjJ5dj1wwzurrIVhXCBE+F9ODxpl0ZtWkRa66eJV57FZuQWLJPd+DtDRfYH5HErxPa4e5gbelQhRC1lEktPqdPn+ajjz4qNukBsLOzY/z48ezZs4epU6eaLUBhfseu5yc+viWWO3w1mVy9gp+zLfVci1/nR4hbadUaVvb/H42cPQDIVnJo0iEcWy2sOxdHuznb2X+jJVEIISqbSYlP/rYQpipreVG5LqYkANDMpeQxF8aNSQNcUamqwZK8osrQqNVsHPwYLesYkutz6ZHUa3+Gur7ZRFzPpMeXu5i3I1SmvAshKl2Zp+n8+OOP/Pvvv8bXL774Iq6urnTr1o3w8HCzBifMLyM3h6ScTADqObiUWHZv/vge6eYS5VDfsQ4HRzzDxOB2AFxMiyXSfS+BLSLQkc3TK05y/8+HSMmS/Y2EEJWnzInPe++9h52dHWDYGHT+/Pl89NFHeHh48Nxzz5k9QGFe1zIMY3bsrbQ4a0vuvtonCxeKO2StseLnXg+w966naO9eD4AwQvFpfQ6NRs+fx6LoMGcHx6+Zvty8EELciTInPleuXKFhw4YArFixgjFjxvDoo4/y/vvvs2PHDrMHKMwrMiMZgLr2LiV2X11NyuRqchYatYr29UpuGRKiNJ09A9h319N83uluVKiIzkmkQcfzOAaEciEljs5f7OCHfRGWDlMIUQuUOfFxdHQkIcEwRmT9+vUMHDgQAFtbWzIzM80bnTC7yHRD4uNnX/IqzPnT2Fv6OOFgU223dBNViEat5pnmPdk4+FHUKhUX0mJIc4qAxgfIsovloT+OMfU3We1ZCFGxypz4DBw4kIcffpiHH36Y8+fPM2zYMABOnTpFYGCgueMTZhaalghAoKNbieVk4UJRUfr5NWLLkMeZ0KDdzYMBp8DvAotPnKbL3J2ci02zXIBCiBqtzInP/Pnz6dq1K3FxcSxbtsw4g+vQoUOMHz/e7AEK8wpNNSQ+QaUmPjK+R1ScXj7B/NL7AaY26njzoNs1VA2OcyI+jg6fb+f3I5GWC1AIUWOZ3Ifxww8/MHLkSDw8PPjyyy8LnZ89e7ZZAxMVI7/FJ8ip+MRHl6fn0NUkQBIfUbEWdh/LQL/GPLDtVwAUdS7ODS+QcqYF4345zI7QRD4dGYKNlcbCkQohagqTW3x++eUX6tWrR7du3fjwww85e/ZsRcYlKogpLT4nolLI1OmpY6elkUfJe3kJcSdUKhXjG7Rl0+DHWN5vCs5aW1I0ifi2OQ3el5l/+Dg9v9xNWGKGpUMVQtQQJic+mzdvJioqiieffJJDhw7RqVMnGjVqxPPPP8/27dvR6/UVGacwg1x9HhHpSUDJLT7543s61XdFrZaFC0XF6+fXiFEBLfi++32oUBGVGw+eVyD4CAdir9L2s+2sOhVt6TCFEDVAmcb41KlTh4kTJ/LHH38QHx/PvHnzyMzMZMKECXh5eTFp0iT++usv0tPTKypecQeupieTp+ixVmtKnNUl43uEpdwX1JoDI56hqYvXzYONDpGkimfkDweYueo0ujz5I0sIUX5lHtycz9ramiFDhvDVV19x5coV1q5dS2BgIG+//TafffaZOWMUZnIxNR6AAMc6qFXFf+sl8RGW1N6jHidGPc8TTbvePNjgKHiG88nWi/T8cpd0fQkhyq3cic/tOnTowFtvvcWxY8d4+eWXzXVbYUZHE0rflT0hPYcL8YYWu071XSsjLCEKsVJreLVVf2w0t8y/8A7DsU46+yKSaPvZdpafiLJcgEKIaqvMK9MpisJff/3Fli1biI2NLTC2R6VSsWzZMrRarVmDFOZxMOEqAO3c6xZbJn/X7MaeDrjZW1dKXEIUpZ6DK1mTPuCD45t55dAaANLqHqK5Sy9OhekYvfggT/UI4uMRzWTWlxDCZGVu8Xn22Wd58MEHCQ0NxdHRERcXF+OXs3PJqwGLynchOY5Oq77g10uH2RFzGYDOHvWLLS8LF4qq5uVW/Th29wzUN7ZYOeW4Hd82p8D9CvN2XqbbvF1cjJdxhUII05S5xefnn3/m77//Nq7YLKq2Fw6s5kD8FSZuXwKAjcaKrl6BxZaX8T2iKmrl5se2oU/yxO5lnEyKNsz68o3Hwcqaw1dVtPtsO9/e14pxbYtvzRRCCChHi4+LiwsNGjSoiFiEmen0eWyJvljg2FPNumNnVXRXpF6vGPfo6lJfEh9RtfTwDuLAiGdY3m8KjzcxDHxO9zyLb5MIUnOyGf/LYR778xiZujwLRyqEqMrKnPjMmjWL2bNny4ak1cCe2DBSddnG163d/HivffEtdefj0kjOysVOq6alr1NlhChEmdhaaRkV0IL5Xe9heL1mAERpQ3FseQicEvh2bwSdPt/BmZhUC0cqhKiqypz4jB07luvXr+Pl5UXLli1p165dgS9Rday5alhd+576hoXhNg95HK26+EGg+eN7Ovi7YqUx24Q/IcxOrVLzZ99JfNLxLrRqDWn6TGyCzuJeJ5eT0al0+HwHPx64YukwhRBVUJnH+EyePJlDhw4xceJEvL29UalkZd+qakdMKAD3BLTkwYbtSy2/V7q5RDViZ6Xl+RZ9uDewFaM3/8jhhEjw34eLrwvJEb5M+e0omy7E89WYljjalPlHnRCihirzT4N///2XdevW0aNHj4qIR5jRpdQEAJq7eptUXgY2i+oowNGNlf3/R9uVnxGXlU62OgECEyChLj8f0rM/4jp/TOpAM087S4cqhKgCytyf4e/vL9PWq4F0XTYxmYZxDg2c3Estn5ady4moFAA6B7hWZGhCmF1dBxdOjnqBZX0n08v7xuQL90hUIbs5lxpDpy928O3eCBTFsnEKISyvzInPp59+yosvvkhYWFgFhCPMJTTNsAu7q7Udrjal/6W7N/w6egUC6thR10X+MhbVj5edE6MDW7JpyGPc5W8Y+Kyo83AMvkB2rp7pK07z4RkViRk5Fo5UCGFJZU58Jk6cyJYtWwgODsbJyQk3N7cCX6JquJxqSHwalLAL+612hhrK92wg30NRvVmpNXzT7V6ctDYApKlSaN8lCrXvJfZmJtHhi91sv5Rg4SiFEJZS5jE+n3/+eQWEIcwt1Jj4lN7NBbDjsqF8jyBJfET152fvQvKEdxi39Rf+CDvGobTz4A64X+VqYix9vs7gjQFNeW1AI5nBKEQtU65ZXaLqu3xjYHMDx9ITGV2e3jijq0eQaYmSEFWdSqXiq66jcbe1Z8HZPTdPuEWj6DXMXq9m4/k4fp3QjgA3e8sFKoSoVCb9qZOeXrZ9cMpaXphXmi6bf66cAqCZCTO6jkamkJGTRx07Lc28HCs6PCEqjbutA191HcOuYdM5P+pFRtvWM5zwiMSuTjK7wq7T5rPtLDt+zbKBCiEqjUmJT8OGDfnggw+IiooqtoyiKGzYsIGhQ4cyd+5cswUoyiYrV0fz5R8TnnYdBytr7gloUeo1O0MNrUPdg9xQq2VdJlHzdPMOJNCxDpPsg3iicRcAsuoew6txOEnqOO798RCP/XmMjJxcC0cqhKhoJnV1bd26lVdffZVZs2bRunVrOnTogJ+fH7a2tly/fp3Tp0+zZ88erKyseOWVV3jssccqOm5RjD/DjhORngTAz73G42Jd+gyt/IHNMr5H1AbvtRvKhqiLXEyNJ9Y6DFWQCiW0Fd/uhR2hifw2sT2t/GTJDiFqKpMSnyZNmrBs2TIiIiL4888/2bFjB7t37yYzMxMPDw/atm3Ld999x9ChQ9Foit8SQVS85eEnAHizzUDuCWhZanlFUSTxEbWKg5U1awc9zNLLR/kv8iy7Y8NQBx3HJaYNZ2Kg0xc7+HRECE92D5SV6YWogco0uLl+/fo8//zzPP/88xUVj7gDiqKwJfoSgHEDx9JcjE8nNi0HGys1HfxdKjI8IaqMYGcPXmszgOea96T9qs85lxzHde8jBHo2IuysN9OXn2T9+TgWjm2Nh6ONpcMVQpiRzOOsQaIyU0jKyUSjUtPKzc+ka/Jbezr6u2JjJa11onZx0Nqwot9UunoGABCmvoBn65NYOaaw8lQMrT/dzpaL8RaOUghhTpL41CCnrscA0NDZHRuNaY15+ev3yMKForZq6urFjmHTeKfdENQqFXG6JHIDj+AeeI1rKRn0/3oP/7fmDLo8vaVDFUKYgSQ+NcjpJEPiE+Ji2qakIAObhQDQqNX8X+sBHBzxLA2dPABIcLyAa8vjKI4JvLflLL3m7+ZygizVIUR1J4lPDWJMfEzcjT0mNZsL8emoVNBVdmQXgrbudTkzeiYPN+4MQJKSDAEnUTU+wN5rUbT+dBs/HbyCIrudClFtVZnEZ/v27YwYMQI/Pz9UKhUrVqwocF5RFN544w18fX2xs7NjwIABXLhwoUCZxMREJkyYgLOzM66urjz00EOkpaVV4ruwrNPJZUt8tt4Yu9DSx5k69tYVFpcQ1YmVWsN33e9jZf+pdPcKxN5Ki2KVg32jM6Tl5DB56VHG/XyY67LZqRDVUpkTn8DAQN566y0iIiLMGkh6ejqtW7dm/vz5RZ7/6KOPmDt3Ll9//TX79u3DwcGBwYMHk5WVZSwzYcIETp06xYYNG1i9ejXbt2/n0UcfNWucVZWiKJy6Hg1A8zo+Jl2z6Ubi07+RR4XFJUR1NaJ+c3YOn86JUS/gpLUhQ52CtsVe1A4p/HHsGq0+2Wb840EIUX2UOfF59tln+fvvv2nQoAEDBw7kt99+Izs7+44DGTp0KO+88w733HNPoXOKovD555/z2muvcffdd9OqVSt++uknrl27ZmwZOnPmDGvXruX777+nc+fO9OjRg3nz5vHbb79x7VrNX44+JjOV6zmZqFUqGjt7mnTNpguGH9r9JPERolgNnNxZ1ON+AHRKLvqgIzgHhXE1OZN+X+/hlX/PkJMrA5+FqC7KlfgcPXqU/fv306xZM5566il8fX2ZPn06hw8frogYCQ0NJTo6mgEDBhiPubi40LlzZ/bsMWw+uGfPHlxdXenQoYOxzIABA1Cr1ezbt69C4qpKzibHAhDk6IadlbbU8mGJGVxOyECjVtFLZnQJUaIxga2IHz+bzp71AUhxCMe2xX4UbSYfbL5I13k7ORdbe7rVhajOyrw7e7527drRrl07Pv30U7766iteeuklFixYQMuWLXn66aeZOnWq2VY9jY42dOF4exccu+Lt7W08Fx0djZeXV4HzVlZWuLm5GcvcLjs7u0BrVUpKCgA6nQ6dTmeW2PPl38/c9813NS0JgLp2ziY9Y8NZw3igjvVcsNNUXFzlUdF1VZNIXZnuTuvKWWPNjsFP8OXZXcw4uJossqDxfuzimnD4KrT7bDuf3NWUhzrVqxErPstny3RSV6arqLoqy/3KnfjodDqWL1/OokWL2LBhA126dOGhhx7i6tWrvPrqq2zcuJElS5aU9/aV4v3332f27NmFjq9fvx57e/sKeeaGDRsq5L7bsiIByL2eypo1a0ot/8sZFaDCn+smlbeEiqqrmkjqynR3WlcNgG9cOvJKyjESlRwyPc+hdr9Ehl7Fk1uvsni7D9MbKziX3vBaLchny3RSV6Yzd11lZGSYXLbMic/hw4dZtGgRS5cuRa1WM2nSJObMmUPTpk2NZe655x46duxY1lsXy8fHMFg3JiYGX19f4/GYmBjatGljLBMbG1vgutzcXBITE43X3+6VV15hxowZxtcpKSn4+/szaNAgnJ3Nu0mhTqdjw4YNDBw4EK3W/D8R9x/bACcu0zIomGGdhpVYVlEUHj+yFcjmkcGd6BPsbvZ47kRF11VNInVlOnPX1djcu3hm/0p+unwIvTrXMHCg7nn2n/LmxZN2LLyvJQMbV9/xc/LZMp3Ulekqqq7ye2xMUebEp2PHjgwcOJAFCxYwatSoIgMPCgpi3LhxZb11sYKCgvDx8WHTpk3GRCclJYV9+/bxxBNPANC1a1eSkpI4dOgQ7du3B2Dz5s3o9Xo6d+5c5H1tbGywsSm8D49Wq62wD29F3TsxJxMAb3vnUu9/OjqV6NRsbK3U9Az2RKutmltVVOT3oaaRujKduerKVavlx97juTeoFY/vWca1DMMPXrvGJ4k+35zhPxzk2V5BvD+sGbZV9P8xU8hny3RSV6Yzd12V5V5lTnwuX75MQEBAiWUcHBxYtGhRme6blpbGxYsXja9DQ0M5evQobm5u1K9fn2effZZ33nmHRo0aERQUxOuvv46fnx+jRo0CoFmzZgwZMoRHHnmEr7/+Gp1Ox/Tp0xk3bhx+fqbtW1WdxWUZBlZ62jiUWjZ/NlePILdq/QNZiKpgRP3mjKjfnHeObuT1I2vJ1F7HreUpEi8E8vn2UDZdiGfJhHa08DVvK7IQonzKPKurb9++JCQkFDqelJREgwYNyh3IwYMHadu2LW3btgVgxowZtG3bljfeeAOAF198kaeeeopHH32Ujh07kpaWxtq1a7G1tTXe49dff6Vp06b079+fYcOG0aNHD7799ttyx1SdxGUZltL3tHUsteymC3GArN8jhDm91Kovn3S8CxUqEvXXsWp4HLt64ZzIuET7Lzcwd8dlWfFZiCqgzC0+YWFh5OXlFTqenZ1NZGRkuQPp06dPiT8UVCoVb731Fm+99VaxZdzc3Kr8gOqKYmzxsS25xSc3T8/WS4bEVdbvEcJ8tGoNz7foQ2+fYCZsW8L5lDhyXcPAFXLyNDzzr57/zsay6P42+DjblnY7IUQFMTnxWblypfHf69atw8XFxfg6Ly+PTZs2ERgYaNbghOlMbfE5EplCclYuLrZWtK/nWgmRCVG7dPDw5+DIZ3h230p+uLDfcFCTh6reedaetaHFx1v5bmxr7mnpW/KNhBAVwuTEJ38sjUqlYvLkyQXOabVaAgMD+fTTT80anDBNnl5PQrZhKl9pLT753Vx9gt3RqKv/WiNCVEVOWlsW9hjLk027cfJ6FI/vWUaWw3U8g68SF+rD6MUHmdrRn89HNcfZVgbDClGZTE589HrDkuxBQUEcOHAADw/pJqkqEnMyUDB0E7qXmvjk789l2rYWQojya+9Rj/Ye9YjPTueFA6uJs7uMd6tkYi7WZdGRbLZciufHcW3pVcWWlBCiJivz4ObQ0FBJeqqY2EzD+J461nZo1cXP0srS5bEzNBGQ8T1CVKbnmvdidttBAMTkJkDgcdSNDxGWfY3e32/mpdWnyc4tPHZSCGF+JrX4zJ07l0cffRRbW1vmzp1bYtmnn37aLIEJ04WmGZKZQMeS99zaG36drFw9Pk42hHiXPvtLCGEeapWaN9oMoq9PQx7d/RfxWenEZ6dD0HFQVHy0L4u1Z+P4ZUJbWsq0dyEqlEmJz5w5c5gwYQK2trbMmTOn2HIqlUoSHwu4mGLovgp2Lrm53Lgbe0OPGrGXkBDVTU+fBpwZ/SLXMpIZuXERl1MTuJ6Tidr/PMfPO9Fhzg7eG9aU53o1QC1j8ISoECYlPqGhoUX+W1QN+YlPQ6eSu69uju+Rbi4hLMnP3oWDI58lOSeTFss/4WpGMtYhB8iJ9+SFf3WsPh3Dj+PbUL9OxewZKERtVuYxPqLqOXY9CoBmrl7FlknJ0rH/ShIg43uEqCpcrO34vsdYAHJU2eB5FUJ2sjXxBC0/2cYvh67KoodCmFmZE58xY8bw4YcfFjr+0Ucfcd9995klKGG6PL2eIwmGhSPbu9crttyOy4nk6RUauNsT6CZ/RQpRVQyu24THmnQpeLDuBVI8TvDgbwe5/+dDJKTnWCY4IWqgMic+27dvZ9iwwrt/Dx06lO3bt5slKGG6o4nXSM/NwUlrQ1OX4lt8pJtLiKrrq66j2T18Oj28g24edI2F4EP8eeYyLT/ZyrqzsZYLUJhNui6b2UfWcyIxytKh1FplTnzS0tKwtrYudFyr1ZZpW3hhHj9dPAhAP9+GaNTFfzuNiU9DSXyEqGrUKjVdvQLZMWwa+ikfs7jH/ahVKrDJhMb7ibI7w5BVvzLxz51k5ORaOlxxB946uoFZR9fT6h9Z8NdSypz4tGzZkt9//73Q8d9++42QkBCzBCVME5OZyldndwPwcOPOxZaLTc3meJQhKe0riY8QVZpKpWJyo47sGf7UzYOeV8Ajkl/jNhAydzUHIpIsFp+4M4cSyr+npTCPMm9S+vrrrzN69GguXbpEv379ANi0aRNLly7lzz//NHuAonh/h58gV9HT2bM+d/kXn3Tmb0ra0tcJLyebygpPCHEHOnnWZ1Jwe366dOjmQbt0wu120vnXKGa178+r/RtipZE5KtWJdQmLzIrKUeb/Y0aMGMGKFSu4ePEiTz75JM8//zxXr15l48aNxv28ROU4fqOPuK9PwxLL5e/PJeN7hKhevu8xlq1DnyB+/GwG+jU2Hle8LvPm9v10m7eLszGpFoxQlFVJq+uLylHmFh+A4cOHM3z4cHPHIsroVFI0AM3reJdYTvbnEqJ60qo19PYJBuCTjnfx3vHNbI2+RExmKgQf5UB0Mm3mXOe9oc15olt97LSy4WlVZ62RxMfSypX4ABw6dIgzZ84A0Lx5c9q2bWu2oETpFEXhxHVD4tPC1afYcuGJGVxKyECjVtGrQclbWgghqq5Wbn781mcioakJDNuwkLPJseATSrZPKM9f3s7MSxrW93+S/gEBlg5VlEC6uiyvzF1dsbGx9OvXj44dO/L000/z9NNP0759e/r3709cXFxFxCiKEJqWSFJOJtZqDSGuxbf4bL5oaO3p6O+Ks638NShEdRfk5M6Z0S8yo3kvw8yvG/SqPAZsnseLm3fLoodV2K1dXfJ9sowyJz5PPfUUqampnDp1isTERBITEzl58iQpKSmyT1clOhR/FYBWbr5Ya4pvuJP1e4SomT7tNJKMB99nXudRBY5/HPY3Qxbu5lpylmUCEyW6tcUnR59nwUhqrzInPmvXruWrr76iWbNmxmMhISHMnz+f//77z6zBieIdSjAkPiWt1qwoiiQ+QtRgNhorpof0IG/KR3T3urH4oQrWK6to9PUSfjsSKa0KVcytLT5pumwLRlJ7lTnx0ev1aIsYQKfVatHr9WYJSpRuX1wEUHLicyYmjejUbGyt1HQNqFNZoQkhKplapWb7sCd4sUUfwwGrXDK8TjN+10La//gbcanS+lNV6G9JRNNyJfGxhDInPv369eOZZ57h2rVrxmORkZE899xz9O/f36zBiaKFpyWyLfoyAP39GhVbLn98T/cgN2y1MqBOiJpMrVIzq+1glvSewEj/5oaDDikcUQ7R+KtlrDoVbdkABVCweys9V/Zgs4QyJz5ffvklKSkpBAYGEhwcTHBwMEFBQaSkpDBv3ryKiFHcZlnYCRQUevs0oIGTe7HlpJtLiNrFzkrL+AZtWdZvEnM6jcTN2gGAJOdzjFy8lzFLtpGcqbNwlLVbjv7mliPZeTLGxxLKPJ3d39+fw4cPs3HjRs6ePQtAs2bNGDBggNmDE0X7O/wEAPcGtCq2TJ5eYctFSXyEqI2s1Bqebd6L/r6NDHtC2WZAyE7+zoad82JZek9f+snPBYvIuSXZyc6TfdcsoVzr+KhUKgYOHMjAgQPNHY8oRWxmKrtjwwEYFdCi2HKHriaRnJWLi60V7eu5VlJ0QoiqpEUdHx5t3IVvz+81Hov13Ef/5deY3rAfH97VDHvrci/nJsrh1q6ubL0kPpZg0id+7ty5Jt9QprRXrN2x4SgoNHf1pp6Da7HlNp43tPb0beiBRq0qtpwQouZSqVR80/1eRge2ZPzWX7iek2k44XmFL+OXsurzLiwd24OugbK4aWUp2NUliY8lmJT4zJkzx6SbqVQqSXwq2J7YMAC6egWWWC5/fM8Aac4WotYbXLcJiRPeZtqev/nq7G7DQW0O4e476b70Ki+16suswY2xsZJJEBWtQIuPJD4WYVLiExoaWtFxCBPtvTGNvatn8cvSZ+TksjM0EYABjWV/LiGEwfyuo5nfdTSnk6IZuPY7rmUmo/hc5oMzWaw+E8UvD7SntZ+LpcOs0QqM8ZGuLoso86yufDk5OZw7d47cXPnGVZZcfR4H4q8A0MWrfrHldoVeJydPT10XWxp7OlRWeEKIaiLE1YfzY15kUP6O7+7XOOmwlfbfL2fI33+RliPTrCvKrS0+WdLiYxFlTnwyMjJ46KGHsLe3p3nz5kREGFognnrqKT744AOzByhuupaRQmaeDq1aQxNnr2LL3drNpVLJ+B4hRGEOWhvWDHyYOZ1GGg7YZpDnf5J1yXtpuPAHTkanWjbAGkrG+FhemROfV155hWPHjrF161ZsbW2NxwcMGMDvv/9u1uBEQeFp1wHwd3BFoy7+W7fxgmGzWOnmEkKURKNW82zzXvzWeyL17G92ccXYXqTjopX8EaGQmycr8puTTGe3vDInPitWrODLL7+kR48eBVoTmjdvzqVLl8wanCgoPN2Q+ASUMJsrMSOHw5HJAPRrKAObhRClu79BG/aNeJovOt9NZw/D+ME8/5MsyQyj54K9nJLWH7PRKbeO8ZEFDC2hzIlPXFwcXl6Fu1nS09OlW6WC5bf4BDgWv+/WlovxKAqEeDvi52JbbDkhhLiVn70LT4f0ZPXA/9HLu4HhoOdVDrmuotXvC3h/43lp/TGD3Fv2tJQWH8soc+LToUMH/v33X+Pr/GTn+++/p2vXruaLTBRiSuKTv35P/0bSzSWEKDsPWwe2DXuS8YFtjMf0zrG8GrYQx8WzmLlnneWCqwF0pUxn1yt6YjOlha0ilXnJzvfee4+hQ4dy+vRpcnNz+eKLLzh9+jS7d+9m27ZtFRGjuCEiPQmA+g7FJz6yfo8Qwhw+7jCc7RHniNTfWPRQk0c2GXxydgP/hp9n04gp+Do4WTbIaihXuaXFp4jp7DP2r+KL0zvYNvQJevkEV2ZotYbJLT4nT54EoEePHhw9epTc3FxatmzJ+vXr8fLyYs+ePbRv377CAhWlt/iEJ2ZwIT4djVpF7+DiNy8VQojSeNk68qVLe3Imvk/ova+yqs9j+OuDADiTGU7w0jn8e+myhaOsfkpr8fni9A4AXjn0X6XFVNuY3OLTqlUrOnbsyMMPP8y4ceP47rvvKjIucRtFUUpNfPJbezr6u+Jip6202IQQNVP+UIZAJzcCndwYNjWYKev/4+eoLWRqUrhr2wKGnOjInD59aOpa/BIb4qaSxvgoimL8t5Wq3MvsiVKYXLPbtm2jefPmPP/88/j6+jJlyhR27NhRkbGJW8Rnp5OZpwMM09mLIt1cQoiKpFar+WnIcFb1fhxbxQ5UCmuv7yfk749588BmwlITLR1ilae7JfG5fQFD415qgFomC1UYkxOfnj178sMPPxAVFcW8efMIDQ2ld+/eNG7cmA8//JDo6OiKjLPWi0hLAsDHzgkbTeGGOkVRblm/RxIfIUTFuatBQ07e+wztnIJR5WpRVApvnVxD8F8fcDg+0tLhVWm5t0xn1902nf3KjXGcAPFZ6ZUVUq1T5rY0BwcHpk6dyrZt2zh//jz33Xcf8+fPp379+owcObIiYhSUPr7nZHQqsWk52GnVdAkofvCzEEKYQ7CzB4fufYKjI5/HVW/4Y0uPnqF/L+NivPzSLs6tLT46peDyAAm3JDuJORmVFlNtc0ediA0bNuTVV1/ltddew8nJqcA0d3ObNWsWKpWqwFfTpk2N57Oyspg2bRru7u44OjoyZswYYmJiKiyeynZz8cKSx/f0auAuOywLISpNK28PEv/3Es/XHw1ArOYKjf/8iOCln3I+Kc7C0VUtiqKQd0uyc3uLT0L2zWQnMVsSn4pS7sRn+/btTJkyBR8fH2bOnMno0aPZtWuXOWMrpHnz5kRFRRm/du7caTz33HPPsWrVKv7880+2bdvGtWvXGD16dIXGU5lKa/HZeN7wA6a/jO8RQlQylUrFh327UM/eFdQKim06l7OiaLnsC347f8rS4VUZube18Ny6fQVAQvbNFp+svFwyc3WVEldtU6Z1fK5du8bixYtZvHgxFy9epFu3bsydO5exY8fi4FDxu4BbWVnh4+NT6HhycjILFy5kyZIl9OvXD4BFixbRrFkz9u7dS5cuXSo8topWUuKjy9Oz7XICAANk4UIhhAVo1GoOjnyGw/GR/HriMr9GbSVHncX4XYtYdr4nvw0dgUZTu2cq3TqjC0pu8QG4npOBnZULwrxMTnyGDh3Kxo0b8fDwYNKkSfzvf/+jSZMmFRlbIRcuXMDPzw9bW1u6du3K+++/T/369Tl06BA6nY4BAwYYyzZt2pT69euzZ8+eYhOf7OxssrOzja9TUlIA0Ol06HTmzbTz71fe+4anGWZL+Nk6FbrH7rDrpGXn4W6vJcTTzuyxV7Y7ravaROrKdFJXZVOe+nKzsmWATzADfIL539XmjNz8I+nqFP6K20HwwjjWjryPYHf7igrZYkytq4ycrAKvc/JyC1wTl1FwxeaY9BQ8tTWrvirq/8Oy3M/kxEer1fLXX39x1113odFU/hiSzp07s3jxYpo0aUJUVBSzZ8+mZ8+enDx5kujoaKytrXF1dS1wjbe3d4mzzd5//31mz55d6Pj69euxt6+YD9uGDRvKdd3l64aurLDDJ1hzPLTAud/CAdQ0sc9h7dqas+hVeeuqNpK6Mp3UVdncSX3Nq9OMdxIvcVkTT7jVOVp9tYqJPg6M8FOjroGztUurq1R9wV/O0fFxrFmzxvj6eNqFAuf/27aFCG3NbPEx9/+HGRmmj4kyOfFZuXJluYIxl6FDhxr/3apVKzp37kxAQAB//PEHdnZ25brnK6+8wowZM4yvU1JS8Pf3Z9CgQTg7O99xzLfS6XRs2LCBgQMHotWWbXHBnLxckpca1ky6f9AwPG0dC5z/5Ot9wHUm9mzBsM7+5grZYu6krmobqSvTSV2VjbnqayIwfMNiNsScQxd0lEU6LQevdmHp6N409qz4IRKVwdS6islMhWV7ja+dXF0YNmSY8fW3W2IhMtb4umm71gzzD6mYoC2kov4/zO+xMUWZ9+qqKlxdXWncuDEXL15k4MCB5OTkkJSUVKDVJyYmpsgxQflsbGywsbEpdFyr1VbYD8by3PtatqH501qtwdfR1biaKkBadi57I5IAGNzMu0b9QK/I70NNI3VlOqmrsjFHfS3qPZau/84zrFOj1XFCu4OWqw5S19GRf4dMopW7r3mCtbDS6kqVU7C3JBd9gfKJt3WFZSi5Nfazau7/D8tyr2o70iwtLY1Lly7h6+tL+/bt0Wq1bNq0yXj+3LlzRERE1Igd4yPTDZmsn71zgaQHYMvFeHL1CkFu9jRwrxl/PQkhapa6Di6E3fcq8eNn429vmKChWGdyNSeObssXciIq2cIRVo7bBzPrbhvsnD+ry9vOsPlrym2JkDCPapP4vPDCC2zbto2wsDB2797NPffcg0ajYfz48bi4uPDQQw8xY8YMtmzZwqFDh5g6dSpdu3atETO6IjMMPxTq2hfu61171jD2Z0hTmc0lhKi61Co17rYOHBv1HNuHPsmM+qNAryFdk0Sb379h/Mq1ZOcW3rSzJrl9Ontxs7qCHN0ASNZJ4lMRqk1X19WrVxk/fjwJCQl4enrSo0cP9u7di6en4Rf+nDlzUKvVjBkzhuzsbAYPHsxXX31l4ajNo8TE55yhP3hIE9kgUAhR9dWxsaenTwN6+jTA9bCON479i94llt8SNrJ+4Vne6dqLfgH1aOJS836mFW7xufk6T6/nerZhr64GTm7sjQsnJScbYX7VJvH57bffSjxva2vL/PnzmT9/fiVFVHmMiY9DwcTnYnw6lxMy0GpU9G0oCxcKIaqX19r2wcvelm9PHeFwymUSra/y5KElcMhwvo2bH1uHPoGLdfkmsFQ1t6/jk3NL4pOsy0LBsDt7oLHFJxNhftWmq6s2i8wwjPGpa19wptnas4bWnh5BbjjZVpscVgghAMOKz4817cqhMU8yu9UwXKkD2TeTnKOJ13jl0JoS7lC9lNTik3RjZ3Z7Ky3uNoblVKTFp2JI4lMNRKYX3dW17pxhfM9g6eYSQlRzb7TvR+KUV1na+XFs0m7Oxl1wdg++S2fz5pF1KIpiwQjvXEljfJJvDGR20drhYm1rOCYtPhVCEp9q4OqNrq56Dq7GY9m5eWy+aNiYVAY2CyFqApVKxbi2dbky9SnutxoPiYZp7tFZqbx1dAN/hB6zcIR3pqRZXck3WnxcrG1x1hoSH2nxqRiS+FRxekXP1fQkAPxvGeOz83IiGTl5+DjZ0MrXvIstCiGEJXk62vDbg+35c+A43K91g0RDC9Dk7X/wfwfXsjsmzLIBllN+i4+NxjA0IUd/cxZb0o0WH1drO5yNLT4yq6siSOJTxcVlpZOjz0OFCr9burpudnN5FlrbRwghaoJ7W9Xl/HN38YBPH8iyJ1vJ4b0TG+nz3wI2XbtQ6vVVTX6Lj71Ge+N10S0+LsYWH0l8KoIkPlXc1Rvje3zsnNCqb676aZzG3lTG9wghai43e2t+ndCBn7tOxjG5AeRp0Cl5DFj3DXNO7CAx2/Q9miwtf1aXvZU1YEiE8sct5bfuuGhtcba2KXBMmJckPlXclSK6uSKTMzkRlYpKBQMby/geIUTNN7FNMFcee4QHHO+BDEP3/oyD/+C55E3ePlo9Np7Nb/Gx09zcXiHvRveXcXCztS0uWsPMtpScrGo/oLsqksSniruZ+Lgaj605Y2jt6eTviruDtQWiEkKIyudqp+XXcV34r/9j2GcYxv3oUXjjyDp8f5tN4J/v8tPFgxaOsnj5Y3zsrW4mPvlr+SQXGONjYyyfmadDmJckPlVcUYnPylMxAIxo7m2BiIQQwrKGNPUm+qFnecJ5Elw3/ByMzkwlPO06j+7+iwvJcRaOsGjGMT5W1oWOJd0yxsfRygYVhrGbMs7H/CTxqeJuTmU3dHVl5OSy8bzhf+oRIcXvPC+EEDWZk60VX41pxd9D7kercwS9IVHIzstl2IaFHIq/auEIC7s5xudmi092nmFm161jfFQqlYzzqUCS+FRxt7f4bLoQT1aunoA6drT0dbJcYEIIUQXcE1KfxEn/xzS3CXChE+hVXEyNp+vqefx2+QhhqYmWDtEov3XHWq0xTmnPyk98jGN8DON76tz4b/7+XcJ8JPGp4m5PfFadvtHNFeIt09iFEAJwtNXy5T1t2PnIAAKud4NsO3RKHuO3/UqjZR+w5soZErMzLD5QOH+Mj5VajW2hxOdmVxeAu40DAAnZ6ZUdZo0niU8Vplf0xu0q6tm7otcrrJLxPUIIUaTuQW6cfWYkz9S7B1WyYcZrrqJn+MaFuC95gxYrPuFKWpLF4stv8dGqNNjemNmV39V1cwFDQ+LjYWtIfOKzJPExN0l8qrDozFRyFT1qlQpfeycOXU0mOjUbRxsNvYPdLR2eEEJUObZaDZ/f1Y7D9z1Oy6QhkOZqPHc6KYbmKz7m77ATFoktf4yPlVqNzY112bJuzNoyjvG50cXlcaPFJ15afMxOEp8qLPRG33R9B1es1BpWnY4GYEgTL2ysNCVdKoQQtVqbui4cerof74fcj/XZ3nChA+RpSdVl8+COJYSnVf7YH92Nri6t+maLT6GuLm1+V5dhh/aE7Ax+v3yU/XERlR1ujSWJTxV2KTUBgGAnD0CmsQshRFloNWpe7t+I48/3pbtvPTjXCTIdycjVMWL94kof+Jx7o6vLSlVwjE92Xq4xAXK5ratryeUjjNv2C33+W8C1G7N8xZ2RxKcKu3wj8Wng5Mal+HSOXUtBo1YxTLapEEIIkzXxcmT7tO7Mu7sNdjEhoKg4kXyNZss+YcPV81xIjkOv6Eu/0R3K35vL0OKTn/jojK09gHFn9ro39mYMT7sOQGaejqWXj1R4jLWBJD5V2CVj4uPOsuNRAPQJdsfD0caSYQkhRLWjVquY3iOIM8/cRfu87qCzJkvJYdCGb2n894f0+Hc+Gbk5FRpDrnKjxUetvjm4WZ9rnMrupLVBozb8Wm7sUng7ov+unqvQ+GoLSXyqsMs3mmGDndz58/g1AO5r7WvJkIQQoloLcLPnwMN383HzB9BkukCuoeVlT1w4gX+8W6FjaW5t8bl1HZ9bFy/M16SIxGd/fESltEzVdJL4VGH5XV22igMHrySjVsGoFpL4CCHEnVCpVLzQvQVXJ87kXut7Iawl6FXEZafTZ80CRm78gel7/ibBzFPJjbO6bhvjc+sGpfk8bBwIdjLM3n2sSRfsNIaB2RdS4s0aU20kiU8Vla7LJjozFYCjoYbm114N3PF2km4uIYQwBx9nW/6c3IFlYwbhca0n5NiSqdex6spp5p/dTc818zmdFG225xnX8bl1jE+uzrhPl+uNqexgSM52DpvGhx2G83a7IbSoY9ii6HRSjNniqa0k8amiQm9MtXS1tmPNKcO/72vtZ8mQhBCiRhrdypdzzw9hvPMIuNoUohqAouZMciwdVn7BukjzjK0puHLzzensRbX4APjYO/Niy7542joaW38upSSYJZbaTBKfKip/fI+/fR32hl9HpYJ7WsqmpEIIURHc7K1ZMr4z68aOJEDfGC63hmxbMvN0DFn/HV+f3X3Hz8gtqsXn1jE+t7T43M6Y+KRK4nOnJPGpoowf7hzDXwC9Grjj62xbwhVCCCHu1KAmXpyc2Yen2reGsLaQ6QjAE3v+ZuqO34zJS3noCozxMbT4ZN4ynf3Wwc23C3aWxMdcJPGpovIHNl+LN2xE+mD7epYMRwghag1HGyvm3tOCnY/1pXFKT0g2LCK7+OJBPjm2s9z3zb1l5WZnrWG8Zqou27hP1+1dXbeSFh/zkcSnispPfBKua7C1UnNvK5nNJYQQlal7kBvHnu/DK41Goor3B+CNXXv56eCVcu30rrtl5WbnG0lOii7L2OLjWmJXlyH5Ck+7bryPKB9JfKqoW7u6Rjb3wcVOa9mAhBCiFrLVanhveAgf9usEgI5sJi89yrDv9xFxPaNM9yqqxSc5J6vYwc238rV3wk6jJU/RsyP6cnneirhBEp8qKCtXx8X8kfs5dkxsX9eyAQkhRC3Xqa5hqyAPFxU2VmrWno2j+cdbmb8zFL3etNYfY4uPWm0cyJyiyypyAcPbqVVqHmjQFoAF5/aU+30ISXyqpBPXo8hT9JCrxd3aiSGyN5cQQliUh41h09A8dQ5HZ/Sie2Ad0rLzmL78JP2/3U+kCY0/ufrCLT6Grq7SW3wAHmnSGYD1kefvaJB1bSeJTxV0JNGwPQVZjjzQth5ajXybhBDCkjxv7JZ+PSeThp72hk1P72mBg7WGXWHXefaQivc3X0KXV/yWEgXG+Nxo3UnJyTYuYFjSdHaADu7+OGltSNFlYffTK3x4fLM53lqtI79Rq6AdUeGGf2Q68ljXAMsGI4QQAncbB1QYZtkmZGcYNz09NbMPgxp7oFNUvLn+Au3nbOdARFKR97h1jI/LLYOb425sjeFl61hiDBq1mgY3ZnflKnpePrSGs0mx5nh7tYokPlXQhiuXAGjq7ENzHycLRyOEEEKjVuNgZQ0YpqDnC3CzZ9XU9jzbRI+7vZYTUal0mbuD51eeIj07t8A9svJ0AFirNcYWn+jMVFJujPEpLfEBGBfUpsDrZeHHy/2eaitJfKqYPTHhxOQmgl7Fc+3bWzocIYQQNzhoDYlPem5OgeMqlYo+3nB8Rk8eaFsXvQKfbbtMy0+2seFcnLFc/nUOWmu87Qr+UXtrK1BJZrbow+l7ZvJV19EArDXTdhq1iSQ+VczLezYBYJvhw5S2DSwcjRBCiHyON1p80m5p8TkUf5URmxfxZ2YEno7W/DqxHf8+3Al/V1tCEzMY9O1epiw9QkJ6Dum6G4mPlTV2VlrcbOyN9/GydUSlUpUag0atppmrN0PrNgVgT2w4SdmZ5nybNZ4kPlVIYlY6OxLPAvBgUCesreTbI4QQVUV+V1d+y42iKEzesZR1187za2Y4q6+eAWBYM29OzezLUz2CUKngx4NXCfloC3EZmQXuU9fexXjv/MHTpgp0cqOpixd5ip5NURfu+L3VJvKbtQr57OARFJUeVY49H/TtZOlwhBBC3MLxxhT0/MQnNiuNU0kxxvOjt/7EyohTADjZGra92DW9O828HYlNyyE+0zCWJzXTMMi5rr2z8doAxzpljmdI3SaAYXq7MJ0kPlVEnl7h2+MnAGjpVA83BxsLRySEEOJWDsauLkPiczElHjB0U/mqDeNzRm1azLboS8Zruga6cWRGL2YNagxqw3T2u78/zFe7wgh0dDOWa+TsUeZ4unkFAnD8elTZ30wtJolPFbFwXwRxesMguEdatbRwNEIIIW53s6vLMMYnP/Fp4erNLKeW9PMJRkHhyT1/F9hPy8ZKw+uDGoHa0NKTnqUw7e8TrDueZizTyNmzzPE0cTFccy45tlx7h9VWNTLxmT9/PoGBgdja2tK5c2f2799v6ZBKdDUpk1f+Owl2qQAM9m9o4YiEEELczvG2WV1hadcBCHR0w1tjy9KeE/C0deB0Ugyfn9pe4NqMXJ3x3x8Pb4mDtYbQazfPd/EILHM8jZw9UaHiek4mCdll2zesNqtxic/vv//OjBkzePPNNzl8+DCtW7dm8ODBxMZWzUWecnL13P/zIRKtI0GtEOzkTsNyNHkKIYSoWLd3dUVlpgDge2Nqeh0bOz7qcBcAs46u50pakvHaW6fAz+jVkNMv9mGwf2NI8IXIxkz44Sz7wq+XKR47Ky1edoa1f66mJ5VcWBjVuMTns88+45FHHmHq1KmEhITw9ddfY29vzw8//GDp0ArJzs3jwSVH2B2WiNrDkPo/0bSrSVMahRBCVC5Hq4KDm69lGBIfP7ubg5QnNWxPD+8gMnJ1PLf/H+Px/GvsNFrUKjX169jz38Nd+LXf/XjkBHAyOpWu83by7IqTpN228GFJ8pOu/CRMlK5GJT45OTkcOnSIAQMGGI+p1WoGDBjAnj2W2802KjWd4Sv/5s2oK9yz8l9eXnOKF1aeou1n2/nj2DU0jqnobdKw1VgxtZHM5hJCiKrIRmMFQHaeITHJTzZ8blmMUK1S81UXw+KCf4efJDI9GaDAGj75VCoVD7Srx5kX+zCxfV0UBb7YEUqLj7ey7qxpvRT5z47KSL2Tt1arWFk6AHOKj48nLy8Pb2/vAse9vb05e/ZsofLZ2dlkZ99ciColxfAh1ul06HS6QuXLKzIlhQ0pB8AGjqWE8e+1kxDWClDhbq+lWydYFQtj6rfESa0167Oro/z3X9vrwRRSV6aTuiobqa/CVDcGEOfk5aLT6Yi60eLjqbUnkZt11dTJg+6egeyKC+OtI+v5svMo4m4kJq7WtoXq1MVGzQ/3teT+Vj5MX36K8OuZDPluHxPa+vHxXU3xcLCmON43trm4mpZULb5XFfW5Ksv9alTiU1bvv/8+s2fPLnR8/fr12NvbF3FF+cTrcvHL9EFR6YmxiUPvmES7wFg6WHnSwyOLmfGGRa/847JYs2aN2Z5b3W3YsMHSIVQbUlemk7oqG6mvm0IzIwC4HB7Gmvg1JGQYZmWdPnAIH41dgbpqnqVhF/DthX34RqeTpdzYmT1TV+LP+Q+aw69hKv6NhF+PXGP1yUgeClbo6QlFjYJIyzC0DO07e4I1V6rPCs7m/lxlZJg+uLtGJT4eHh5oNBpiYmIKHI+JicHHx6dQ+VdeeYUZM2YYX6ekpODv78+gQYNwdnYuVP5OjNfp2LBhAwd8m/PuqS24Ncrly/7DOJMcS8yqnVirNbw4/H7jAlm1me5GXQ0cOBCtVmvpcKo0qSvTSV2VjdRXYSdPboWj4fjWq8uQLkPI+nUHAEP69Ofojt0F6qpHThb/rPyUmKw01tum8mCDdrDvDA196jKsz7ASnzMG2B+RxGPLTnIqJo3Pzqo4o3gy754Q6rvaFSh7/vQOlh2+gqOPJ8N6lnzfqqCiPlf5PTamqFGJj7W1Ne3bt2fTpk2MGjUKAL1ez6ZNm5g+fXqh8jY2NtjYFE40tFpthf2PPrZBG949tYUdsWHoVAr7E68C0N0rkDr2pe/MW5tU5PehppG6Mp3UVdlIfd1kY2WoBz2Qzc11c+rYGbabuLWu3LVaDo58Fv8/3mFPXDiHEyMB8LJzMqk+uwd7cnhGbz7ccpF3Nlzgv3NxtJmzk/eHNePJboGo1YbmH28Hwx/p13VZ1er7ZO7PVVnuVaMGNwPMmDGD7777jh9//JEzZ87wxBNPkJ6eztSpUy0dGgBNnT3xsXMiOy+XY4nXOHU9GoA27nUtHJkQQoiSaNUaAHT6PFJ0hu0nNCo1tpqi2xDqObgyJsCwIG3+gGgPG9OHUVhbqXl9YGOOzOhFt8A6pGXn8dTyk/T4chff7w3nXGwabtaG+yVkp5f7fdU2NarFB+D+++8nLi6ON954g+joaNq0acPatWsLDXi2FJVKRcs6vkRnpnIqKYaTSYbEp7lr1YhPCCFE0azUhraCXEVP6o0d2p20NiUuQfJbn4k8v38Vc8/sBMDfwbXMzw3xcWLHtO4s2B3Gy2vOsCf8OnturPnj6pYJfhCanMzBK0m08XPGSlPj2jTMqsYlPgDTp08vsmurqmju6s2Ga+c5nHCVA/FXAGjrJi0+QghRleW3+OTqCyY+JbFSa/i8892096jHlfQkJjXsUK5nq9UqpvUIYmRzH77ZG86Oywnsi0gi6cauF9ezM+j4+Q4crDV0DahDzwbu9GzgRuf6rthb18hf9eUmtWEBfX0b8vnpHSw4a1hbyMHKmlZuvhaOSgghREmsVIaWFJ0+z+TEBwwt/eVNeG7nX8eOd4Y2BQyL4G6+HM2wXftBo8fFTkNyZh4bL8Sz8YJhHzErtYr29Vzo2cCdboF16BpQBx9nW7PEUl1J4mMBQ+o2IcCxDuE39nmZ0KAdVjf+khBCCFE1FdfVZSk2VhoGNfSFXYbX517tSUySws7QRHZcTmBHaCKRyVnsi0hiX0SSoZBjAk6eyQx16UrPIE+6BtShlZ8z2lrUPSaJjwVYa6xYP+hRPj+9nSBHN54O6WnpkIQQQpTi1q6utFzLJz4AGrUaBytr0nNzSMvNppWfB638nHmyeyCKohB+PZMdlxPYGZrI7vBETrpvIxX4Iwr+ONoAADutmk71Da1BXQPq0DWwDp6ONXdpFUl8LKSxiydfdR1j6TCEEEKY6Naurswbu63ba4pfVbmyOGttSc/NIUWXXeC4SqUi0M2eQDd7Huzgz5GESNqt/Ndw0vMK/V3bcTA8jWSS2BYTz7ZLdQDDQO2GHg7GJKhrQB1a+DjVmEHTkvgIIYQQJri1qyt/erqNxvLDFJytbYjKxDjFvjgrI04VeH3WZSuv3N+dVw4dQgECNP7YRodwLiaLi/HpXIxP5+dDhrXmHG00dPKvQ0d/VzrWd6Gjvyv+rnbVclNtSXyEEEIIE9y6jk+WMfGx/K9RZ61hsHJKTimJzxVD4tPLuwF74sKJzEjm5UM3t88Iz7uCT/2k/2/v3qObqvI9gH/TNEkLSZuW9ElLHzxaRFppB2r1yjBQC6hcfOugLBApI1YRcOYKjgPKrGWRucP1MQ4sneU4rMsFhCt6fTGgQFEsYIFSClihUyhIS4XSZ/pIk33/aHua0LQcsO05Id/PWlmenJyc/PrL1vzce599UDTnaZy9KPDt6Srknb6M/WXVqGtuxc5TF7Hz1EXp+FCjvq0QijZj3JC2f1o8YIhM+W+MiIjIA3QMdbU6HGh2tBU+flrlV0uWCp8rhrqcVVhrcejSj9BAg82/mokjVeWYu/cD1NiacFfUSKSHxGDB/o9Q0ViHlM/+E7eFxuJU7UU4ggRSY0Lwwoi7cfYnge/OVuO7smocrahDZX0LPjtRic9OdN5JPjbYXyqGxkabkRplhslPXaWGuqIhIiJSKbdDXSq4IjegfYJ1T0NdhZfLAQAjAi0I9TfhzsEmnHn4JZdjJg9OQOr/vY761mbsriiR9p+31qKkbh3+a9y/451bkwEAjTY7Cn6swXdnq3GgrBrfna3GDz814HRVI05XNWLzkbbP02iAxFAjUqMCkTI4EEnhRjS09uqff81Y+BAREcmg2qEu/dWHuo5Xt928e5S56w27O4wIDMH39/8HfrVtDU7WXsSLSZPwb2GxmJH7PzjbUI0Hd63D2vQHMC/hVvjrtEiPDUZ6bLD0/upGGw6ebSuCOh5nq5tw4kI9Tlyox38fbLtfmU6jwb13O6DUrcWU/8aIiIg8gMtQl92zhrqOSYVPz7dHGjwwEF/flY2CqvPIjBwBjUaDI9MX454v38PRy+V4Ku9/cejSj5g7Yhy0Gp8uk5uDBwGTBw3Ak7dHIMTPiIraJuSfq8HhH2tw6FwNDp2rhq61UdF1g1j4EBERySCt4yPs0hwfNVzVFdjR43PFUNep2ouoarZiXMgQqcfnJhn3hQzzN2Hy4ATp+RBjEPZMfRqP7/kffHbuBN75YR/e+WFfj+cw6QwomL4Y8QGDcM9NfrjnprbPtdls2PrJ5z2+t6+x8CEiIpKhcx0fhzTUpY4en/Y5Pk5DXWfqqzDyw1VoFQ5sy8ySNdTVE7PBH59kzMG8b7fgy/M/wC4EHEK4PfZHaw3qbM0YuiUHA3yvyI8ATEKL+3DXdcXRG1j4EBERyeB+crPyP6Puhrr2VJSiVTgAAC/kf4bqlkb4a3UYERhy3Z+j0Wjw7u0PXfW403VVmLBtDc7UX4a1faFHZwaF1/5R/hsjIiLyAO4nNys/1BXgZqjr4KVz0vaRqvMAgLujR/bLZOxYUzBOPrAEPzbUdHnN1tqK3F27+zyGnrDwISIikkG9k5u7Xs5+ur6qy3EPxyb3W0w6Hy1iTcFd9ttsNhzXKrvI4Y1x4w0iIqI+1jnU5Ty5Wfn+g86VmzuHuqqarQCAQYYBANqKtrujR/Z/cCqk/DdGRETkATqHupwnNyv/M+puqOtSe+Gz9rYHsKeiFI8NHYMBvsrfUFUNlP/GiIiIPIC7oS51TG7uOtTV0eMzzGTBg/04xOUJONRFREQkg297j4+AQKO97WolvRomN7cPdVlbbWh12CGEkAqf4PahLuqkfKlKRETkAXQ+nX0F1tYWAIBeBffqMuk6JwvX2Zqh89GixWEH0DnHhzqx8CEiIpKhY6gLABrbh7p0Kih89Fpf+Gl90WRvRa2tCRq0rZOj99FyXo8bLHyIiIhkcC5yOnt81PEzGqDzQ5O9HrUtzdLChYMMA7vcS4s4x4eIiEgWX5ehrrY5Ps7DX0rqXL25yWl+j7+SIamWOkpVIiIilfPR+EADDQQE7O29KmoY6gJcb1Rab2vrjeLEZvfUUaoSERF5gCt7eNRS+HTeqLQZl5obALQNdVFXLHyIiIhk8r2i8FHDVV1A5yKG1S2NqGpuBMAen+6w8CEiIpLJV+Na6KilxydI3zaf53JLI+f4XAULHyIiIpnUOtQV1N67c7nZivrWtnt2dUx4Jlec3ExERCSTr8+VPT7q6D9w7vHpuOLMqFP2LuhqxcKHiIhIJudFDIH2dXyEQsE4MTsVPrb2VZsHcvFCt1j4EBERydR1qMsHwu5QKJpOQe3zeapbGiHaCzEjCx+3WPgQERHJdOXkZq3GB61QQeHT0ePT3ChdecahLvdY+BAREcnk3OOj89Gq5pYQQfr2yc0tjfDXtv20s8fHPRY+REREMjlPblbLGj5A51DX5WYr7O1r+rDHxz0WPkRERDI5T25Wy6XsQOfk5uqWJmmfUcceH3fUcR0eERGRB3Ad6lLPT2jHHB8BgcstbSs3G33Z4+OOer41IiIilXMe6lJTj4+frw5+WtdBHA51ucfCh4iISCa1DnUBnROcOwRy5Wa3WPgQERHJpFPp5Gagc4Iz0Ha7Cq2KhuLUxGOyEhsbC41G4/JYuXKlyzGFhYW444474Ofnh+joaKxatUqhaImI6Ebk66PeHh+LYaC0bdazt6c7HnVV14oVK5CVlSU9N5lM0nZtbS0yMzORkZGBtWvX4ujRo5gzZw7MZjPmzZunRLhERHSDuXIdHzUJ8XMufHhn9u54VOFjMpkQHh7u9rX169ejpaUF7733HvR6PUaNGoWCggKsXr2ahQ8REfUK55Wbr5xMrLRQf6O0zcKne+r61q5i5cqV+OMf/4ghQ4ZgxowZWLRoEXx92/6EvLw8jB8/Hnp957oFkydPxmuvvYbLly8jKCioy/mam5vR3NwsPa+trQUA2Gw22Gy2Xo2943y9fd4bEXMlH3MlH3N1bZgv95znh+g1WpffC6VzNUjXObk5QGdQPB53+ipX13I+jyl8FixYgJSUFAQHB+Pbb7/F0qVLUV5ejtWrVwMAKioqEBcX5/KesLAw6TV3hU9OTg5eeeWVLvu3b9+OAQMGdNnfG3bs2NEn570RMVfyMVfyMVfXhvly9VP9BWm7ruoyPv/8c+m50rmqbDovbTdUXnKJTW16O1dWq1X2sYoWPkuWLMFrr73W4zEnTpxAYmIiFi9eLO1LSkqCXq/Hb37zG+Tk5MBguL61CpYuXepy3traWkRHRyMzMxMBAQHXdc7u2Gw27NixA3feeSd0Ol2vnvtGw1zJx1zJx1xdG+bLvc1764HSnwAAg8MicNev7lJNrlrKjuGdPSUAgFtHjMJdt2QqFkt3+ipXHSM2ciha+Dz//POYPXt2j8fEx8e73Z+WlobW1lacPn0aCQkJCA8Px4ULF1yO6Xje3bwgg8HgtmjS6XR91nj78tw3GuZKPuZKPubq2jBfrvx8O3Mx4IrcKJ2rkcFh0nZ8oEXV31tv5+pazqVo4RMSEoKQkJDrem9BQQF8fHwQGhoKAEhPT8fvf/972Gw2KQE7duxAQkKC22EuIiKia6XXdk5uNqhscvNQk0Xa9teqt+hRmkes45OXl4fXX38dR44cwb/+9S+sX78eixYtwuOPPy4VNTNmzIBer8eTTz6JY8eOYdOmTXjjjTdchrKIiIh+Dr1PZ7Hjp7Liwt9Xh4TAts6EiRHDFI5GvdRVrnbDYDBg48aNePnll9Hc3Iy4uDgsWrTIpagJDAzE9u3bkZ2djdTUVFgsFixbtoyXshMRUa9xXq3ZoLJ1fAAgf9pC1LQ0IWJA785TvZF4ROGTkpKCffv2XfW4pKQkfP311/0QEREReSPnwkdtPT5A241JeXPSnnnEUBcREZEaOM/xUdsChiQPCx8iIiKZnOf4qG1yM8nDwoeIiEgm16EuFj6eiIUPERGRTC6Tm1n4eCQWPkRERDLpteq9nJ3kYeFDREQkk9ovZ6erY+FDREQkk3PhY9L5KRgJXS8WPkRERDI5X84eoOd6OZ6IhQ8REZFMzpezB7DHxyOx8CEiIpLJ+UouFj6eiYUPERGRTDpN588mh7o8EwsfIiIimVqFQ9pmj49nYuFDREQkU5O9Vdoe6KtXMBK6Xix8iIiIZHIIIW1rNBoFI6HrxfW2iYiIZJoalYixlmjcGhKjdCh0nVj4EBERyWTQ+uLAtOeUDoN+Bg51ERERkddg4UNEREReg4UPEREReQ0WPkREROQ1WPgQERGR12DhQ0RERF6DhQ8RERF5DRY+RERE5DVY+BAREZHXYOFDREREXoOFDxEREXkNFj5ERETkNVj4EBERkddg4UNERERew1fpANRECAEAqK2t7fVz22w2WK1W1NbWQqfT9fr5byTMlXzMlXzM1bVhvuRjruTrq1x1/G53/I73hIWPk7q6OgBAdHS0wpEQERHRtaqrq0NgYGCPx2iEnPLISzgcDpw/fx4mkwkajaZXz11bW4vo6GicPXsWAQEBvXruGw1zJR9zJR9zdW2YL/mYK/n6KldCCNTV1SEyMhI+Pj3P4mGPjxMfHx9ERUX16WcEBATwXwyZmCv5mCv5mKtrw3zJx1zJ1xe5ulpPTwdObiYiIiKvwcKHiIiIvAYLn35iMBiwfPlyGAwGpUNRPeZKPuZKPubq2jBf8jFX8qkhV5zcTERERF6DPT5ERETkNVj4EBERkddg4UNEREReg4UPEREReQ0WPv3g7bffRmxsLPz8/JCWloYDBw4oHZIqvfzyy9BoNC6PxMREpcNShT179mDatGmIjIyERqPBRx995PK6EALLli1DREQE/P39kZGRgZMnTyoTrMKulqvZs2d3aWdTpkxRJliF5eTkYOzYsTCZTAgNDcW9996L4uJil2OampqQnZ2NQYMGwWg04oEHHsCFCxcUilg5cnI1YcKELm3rqaeeUihi5axZswZJSUnSIoXp6en44osvpNeVblMsfPrYpk2bsHjxYixfvhyHDh1CcnIyJk+ejMrKSqVDU6VRo0ahvLxcenzzzTdKh6QKDQ0NSE5Oxttvv+329VWrVuHNN9/E2rVrsX//fgwcOBCTJ09GU1NTP0eqvKvlCgCmTJni0s42bNjQjxGqR25uLrKzs7Fv3z7s2LEDNpsNmZmZaGhokI5ZtGgRPvnkE2zevBm5ubk4f/487r//fgWjVoacXAFAVlaWS9tatWqVQhErJyoqCitXrsTBgweRn5+PiRMnYvr06Th27BgAFbQpQX1q3LhxIjs7W3put9tFZGSkyMnJUTAqdVq+fLlITk5WOgzVAyC2bt0qPXc4HCI8PFz86U9/kvZVV1cLg8EgNmzYoECE6nFlroQQYtasWWL69OmKxKN2lZWVAoDIzc0VQrS1I51OJzZv3iwdc+LECQFA5OXlKRWmKlyZKyGE+OUvfymee+455YJSsaCgIPG3v/1NFW2KPT59qKWlBQcPHkRGRoa0z8fHBxkZGcjLy1MwMvU6efIkIiMjER8fj8ceewxlZWVKh6R6paWlqKiocGlngYGBSEtLYzvrxu7duxEaGoqEhATMnz8fly5dUjokVaipqQEABAcHAwAOHjwIm83m0rYSExMxZMgQr29bV+aqw/r162GxWHDzzTdj6dKlsFqtSoSnGna7HRs3bkRDQwPS09NV0aZ4k9I+dPHiRdjtdoSFhbnsDwsLw/fff69QVOqVlpaG999/HwkJCSgvL8crr7yCO+64A0VFRTCZTEqHp1oVFRUA4LaddbxGnaZMmYL7778fcXFxKCkpwYsvvoipU6ciLy8PWq1W6fAU43A4sHDhQtx+++24+eabAbS1Lb1eD7PZ7HKst7ctd7kCgBkzZiAmJgaRkZEoLCzECy+8gOLiYnz44YcKRquMo0ePIj09HU1NTTAajdi6dStuuukmFBQUKN6mWPiQakydOlXaTkpKQlpaGmJiYvDBBx/gySefVDAyupE8+uij0vbo0aORlJSEoUOHYvfu3Zg0aZKCkSkrOzsbRUVFnFcnQ3e5mjdvnrQ9evRoREREYNKkSSgpKcHQoUP7O0xFJSQkoKCgADU1NdiyZQtmzZqF3NxcpcMCwMnNfcpisUCr1XaZrX7hwgWEh4crFJXnMJvNGDFiBE6dOqV0KKrW0ZbYzq5PfHw8LBaLV7ezZ555Bp9++il27dqFqKgoaX94eDhaWlpQXV3tcrw3t63ucuVOWloaAHhl29Lr9Rg2bBhSU1ORk5OD5ORkvPHGG6poUyx8+pBer0dqaiq++uoraZ/D4cBXX32F9PR0BSPzDPX19SgpKUFERITSoahaXFwcwsPDXdpZbW0t9u/fz3Ymw7lz53Dp0iWvbGdCCDzzzDPYunUrdu7cibi4OJfXU1NTodPpXNpWcXExysrKvK5tXS1X7hQUFACAV7atKzkcDjQ3N6ujTfXLFGovtnHjRmEwGMT7778vjh8/LubNmyfMZrOoqKhQOjTVef7558Xu3btFaWmp2Lt3r8jIyBAWi0VUVlYqHZri6urqxOHDh8Xhw4cFALF69Wpx+PBhcebMGSGEECtXrhRms1l8/PHHorCwUEyfPl3ExcWJxsZGhSPvfz3lqq6uTvz2t78VeXl5orS0VHz55ZciJSVFDB8+XDQ1NSkder+bP3++CAwMFLt37xbl5eXSw2q1Ssc89dRTYsiQIWLnzp0iPz9fpKeni/T0dAWjVsbVcnXq1CmxYsUKkZ+fL0pLS8XHH38s4uPjxfjx4xWOvP8tWbJE5ObmitLSUlFYWCiWLFkiNBqN2L59uxBC+TbFwqcfvPXWW2LIkCFCr9eLcePGiX379ikdkio98sgjIiIiQuj1ejF48GDxyCOPiFOnTikdlirs2rVLAOjymDVrlhCi7ZL2P/zhDyIsLEwYDAYxadIkUVxcrGzQCukpV1arVWRmZoqQkBCh0+lETEyMyMrK8tr/EXGXJwDi73//u3RMY2OjePrpp0VQUJAYMGCAuO+++0R5eblyQSvkarkqKysT48ePF8HBwcJgMIhhw4aJ3/3ud6KmpkbZwBUwZ84cERMTI/R6vQgJCRGTJk2Sih4hlG9TGiGE6J++JSIiIiJlcY4PEREReQ0WPkREROQ1WPgQERGR12DhQ0RERF6DhQ8RERF5DRY+RERE5DVY+BAREZHXYOFDREREXoOFDxGp2uzZs3Hvvfcq9vkzZ87Eq6++KuvYRx99FH/+85/7OCIi+jm4cjMRKUaj0fT4+vLly7Fo0SIIIWA2m/snKCdHjhzBxIkTcebMGRiNxqseX1RUhPHjx6O0tBSBgYH9ECERXSsWPkSkmIqKCml706ZNWLZsGYqLi6V9RqNRVsHRV+bOnQtfX1+sXbtW9nvGjh2L2bNnIzs7uw8jI6LrxaEuIlJMeHi49AgMDIRGo3HZZzQauwx1TZgwAc8++ywWLlyIoKAghIWF4d1330VDQwOeeOIJmEwmDBs2DF988YXLZxUVFWHq1KkwGo0ICwvDzJkzcfHixW5js9vt2LJlC6ZNm+ay/69//SuGDx8OPz8/hIWF4cEHH3R5fdq0adi4cePPTw4R9QkWPkTkcf7xj3/AYrHgwIEDePbZZzF//nw89NBDuO2223Do0CFkZmZi5syZsFqtAIDq6mpMnDgRY8aMQX5+PrZt24YLFy7g4Ycf7vYzCgsLUVNTg1/84hfSvvz8fCxYsAArVqxAcXExtm3bhvHjx7u8b9y4cThw4ACam5v75o8nop+FhQ8ReZzk5GS89NJLGD58OJYuXQo/Pz9YLBZkZWVh+PDhWLZsGS5duoTCwkIAwF/+8heMGTMGr776KhITEzFmzBi899572LVrF3744Qe3n3HmzBlotVqEhoZK+8rKyjBw4EDcc889iImJwZgxY7BgwQKX90VGRqKlpcVlGI+I1IOFDxF5nKSkJGlbq9Vi0KBBGD16tLQvLCwMAFBZWQmgbZLyrl27pDlDRqMRiYmJAICSkhK3n9HY2AiDweAyAfvOO+9ETEwM4uPjMXPmTKxfv17qVerg7+8PAF32E5E6sPAhIo+j0+lcnms0Gpd9HcWKw+EAANTX12PatGkoKChweZw8ebLLUFUHi8UCq9WKlpYWaZ/JZMKhQ4ewYcMGREREYNmyZUhOTkZ1dbV0TFVVFQAgJCSkV/5WIupdLHyI6IaXkpKCY8eOITY2FsOGDXN5DBw40O17brnlFgDA8ePHXfb7+voiIyMDq1atQmFhIU6fPo2dO3dKrxcVFSEqKgoWi6XP/h4iun4sfIjohpednY2qqir8+te/xnfffYeSkhL885//xBNPPAG73e72PSEhIUhJScE333wj7fv000/x5ptvoqCgAGfOnMG6devgcDiQkJAgHfP1118jMzOzz/8mIro+LHyI6IYXGRmJvXv3wm63IzMzE6NHj8bChQthNpvh49P9fwbnzp2L9evXS8/NZjM+/PBDTJw4ESNHjsTatWuxYcMGjBo1CgDQ1NSEjz76CFlZWX3+NxHR9eEChkRE3WhsbERCQgI2bdqE9PT0qx6/Zs0abN26Fdu3b++H6IjoerDHh4ioG/7+/li3bl2PCx060+l0eOutt/o4KiL6OdjjQ0RERF6DPT5ERETkNVj4EBERkddg4UNEREReg4UPEREReQ0WPkREROQ1WPgQERGR12DhQ0RERF6DhQ8RERF5DRY+RERE5DX+H0VOP8N6asSXAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.altitude, \"RocketPy\"),\n",
    "        (cots_altimeter_flight.altitude, \"COTS Altimeter\"),\n",
    "    ],\n",
    "    title=\"Altitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Altitude (m)\",\n",
    "    lower=0,\n",
    "    upper=30,\n",
    ")\n",
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.vz, \"RocketPy\"),\n",
    "        (cots_altimeter_flight.vz, \"COTS Altimeter\"),\n",
    "    ],\n",
    "    title=\"Vertical Velocity Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Velocity (m/s)\",\n",
    "    lower=0,\n",
    "    upper=30,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Attribute 'z' converted from ft to SI\n",
      "Attribute 'vz' converted from ft/s to SI\n",
      "The following attributes were create and are now available to be used:  ['z', 'vz', 'latitude', 'longitude']\n"
     ]
    }
   ],
   "source": [
    "columns_map = {\n",
    "    \"ALT\": \"z\",\n",
    "    \"VERTV\": \"vz\",\n",
    "    \"LAT\": \"latitude\",\n",
    "    \"LON\": \"longitude\",\n",
    "}\n",
    "units = {\n",
    "    \"ALT\": \"ft\",\n",
    "    \"VERTV\": \"ft/s\",\n",
    "}\n",
    "\n",
    "cots_gnss_flight = FlightDataImporter(\n",
    "    name=\"COTS GNSS Flight\",\n",
    "    paths=\"../../data/rockets/juno3/cots_GNSS.csv\",\n",
    "    columns_map=columns_map,\n",
    "    units=units,\n",
    "    interpolation=\"linear\",\n",
    "    extrapolation=\"zero\",\n",
    "    delimiter=\",\",\n",
    "    encoding=\"utf-8\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Function.compare_plots(\n",
    "    [(test_flight.latitude, \"RocketPy\"), (cots_gnss_flight.latitude, \"Actual - GNSS\")],\n",
    "    title=\"Latitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Latitude (deg)\",\n",
    ")\n",
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.longitude, \"RocketPy\"),\n",
    "        (cots_gnss_flight.longitude, \"Actual - GNSS\"),\n",
    "    ],\n",
    "    title=\"Longitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Longitude (deg)\",\n",
    ")\n",
    "Function.compare_plots(\n",
    "    [(test_flight.z, \"RocketPy\"), (cots_gnss_flight.z, \"Actual - GNSS\")],\n",
    "    title=\"Altitude ASL Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Altitude ASL (m)\",\n",
    ")"
   ]
  }
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